Nadiia Chepurko and
Ryan Marcus and
Emanuel Zgraggen and
Raul Castro Fernandez and
Tim Kraska and
David Karger (2020). ARDA: Automatic Relational Data Augmentation for Machine Learning. Proc. VLDB Endow., 13(9), pp. 1373–1387. [Tags: Machine Learning] (pdf) (bib)
Jialin Ding and
Vikram Nathan and
Mohammad Alizadeh and
Tim Kraska (2020). Tsunami: A Learned Multi-dimensional Index for Correlated Data and
Skewed Workloads. Proc. VLDB Endow., -, pp. -. [Tags: Machine Learning for Systems] (bib)
@article{tsunamivldb,
volume = { - },
pages = { - },
tag = { mlsys },
year = { 2020 },
journal = { Proc. {VLDB} Endow. },
title = { Tsunami: {A} Learned Multi-dimensional Index for Correlated Data and
Skewed Workloads },
author = { Jialin Ding and
Vikram Nathan and
Mohammad Alizadeh and
Tim Kraska },
tags = { mlsys },
}
2020
Journal
Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann (2020). Benchmarking Learned Indexes (Experiments & Analyses). Proc. VLDB Endow., -, pp. -. [Tags: Machine Learning for Systems] (bib)
@article{sosdbvldb,
tag = { mlsys },
volume = { - },
pages = { - },
year = { 2020 },
journal = { Proc. {VLDB} Endow. },
title = { Benchmarking Learned Indexes (Experiments & Analyses) },
author = { Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann },
tags = { mlsys },
}
2020
Conference
Favyen Bastani and
Songtao He and
Arjun Balasingam and
Karthik Gopalakrishnan and
Mohammad Alizadeh and
Hari Balakrishnan and
Michael J. Cafarella and
Tim Kraska and
Sam Madden (2020). MIRIS: Fast Object Track Queries in Video. In Proceedings of the 2020 International Conference on Management of
Data, SIGMOD Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020. [Tags: Video Processing] (link) (bib)
@inproceedings{DBLP:conf/sigmod/BastaniHBGABCKM20,
tag = { video },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/sigmod/BastaniHBGABCKM20.bib },
timestamp = { Fri, 21 Aug 2020 17:36:54 +0200 },
doi = { 10.1145/3318464.3389692 },
url = { https://doi.org/10.1145/3318464.3389692 },
year = { 2020 },
publisher = { ACM },
pages = { 1907--1921 },
booktitle = { Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020 },
title = { {MIRIS:} Fast Object Track Queries in Video },
editor = { David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo },
author = { Favyen Bastani and
Songtao He and
Arjun Balasingam and
Karthik Gopalakrishnan and
Mohammad Alizadeh and
Hari Balakrishnan and
Michael J. Cafarella and
Tim Kraska and
Sam Madden },
tags = { video },
}
Philipp Eichmann and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska (2020). IDEBench: A Benchmark for Interactive Data Exploration. In Proceedings of the 2020 International Conference on Management of
Data, SIGMOD Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020. [Tags: Interactive Data Science Systems] (link) (bib)
@inproceedings{DBLP:conf/sigmod/EichmannZBK20,
tag = { ide },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/sigmod/EichmannZBK20.bib },
timestamp = { Fri, 21 Aug 2020 17:36:54 +0200 },
doi = { 10.1145/3318464.3380574 },
url = { https://doi.org/10.1145/3318464.3380574 },
year = { 2020 },
publisher = { ACM },
pages = { 1555--1569 },
booktitle = { Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020 },
title = { IDEBench: {A} Benchmark for Interactive Data Exploration },
editor = { David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo },
author = { Philipp Eichmann and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska },
tags = { ide },
}
Ani Kristo and
Kapil Vaidya and
Ugur \cCetintemel and
Sanchit Misra and
Tim Kraska (2020). The Case for a Learned Sorting Algorithm. In Proceedings of the 2020 International Conference on Management of
Data, SIGMOD Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020. [Tags: Machine Learning for Systems] (link) (bib)
@inproceedings{DBLP:conf/sigmod/KristoVCMK20,
tag = { mlsys },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/sigmod/KristoVCMK20.bib },
timestamp = { Fri, 21 Aug 2020 17:36:54 +0200 },
doi = { 10.1145/3318464.3389752 },
url = { https://doi.org/10.1145/3318464.3389752 },
year = { 2020 },
publisher = { ACM },
pages = { 1001--1016 },
booktitle = { Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020 },
title = { The Case for a Learned Sorting Algorithm },
editor = { David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo },
author = { Ani Kristo and
Kapil Vaidya and
Ugur {\c{C}}etintemel and
Sanchit Misra and
Tim Kraska },
tags = { mlsys },
}
Vikram Nathan and
Jialin Ding and
Mohammad Alizadeh and
Tim Kraska (2020). Learning Multi-Dimensional Indexes. In Proceedings of the 2020 International Conference on Management of
Data, SIGMOD Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020. [Tags: Machine Learning for Systems] (link) (bib)
Jialin Ding and
Umar Farooq Minhas and
Jia Yu and
Chi Wang and
Jaeyoung Do and
Yinan Li and
Hantian Zhang and
Badrish Chandramouli and
Johannes Gehrke and
Donald Kossmann and
David B. Lomet and
Tim Kraska (2020). ALEX: An Updatable Adaptive Learned Index. In Proceedings of the 2020 International Conference on Management of
Data, SIGMOD Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020. [Tags: Machine Learning for Systems] (link) (bib)
@inproceedings{DBLP:conf/sigmod/DingMYWDLZCGKLK20,
tag = { mlsys },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/sigmod/DingMYWDLZCGKLK20.bib },
timestamp = { Fri, 21 Aug 2020 17:36:54 +0200 },
doi = { 10.1145/3318464.3389711 },
url = { https://doi.org/10.1145/3318464.3389711 },
year = { 2020 },
publisher = { ACM },
pages = { 969--984 },
booktitle = { Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020 },
title = { {ALEX:} An Updatable Adaptive Learned Index },
editor = { David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo },
author = { Jialin Ding and
Umar Farooq Minhas and
Jia Yu and
Chi Wang and
Jaeyoung Do and
Yinan Li and
Hantian Zhang and
Badrish Chandramouli and
Johannes Gehrke and
Donald Kossmann and
David B. Lomet and
Tim Kraska },
tags = { mlsys },
}
Erfan Zamanian and
Julian Shun and
Carsten Binnig and
Tim Kraska (2020). Chiller: Contention-centric Transaction Execution and Data Partitioning
for Modern Networks. In Proceedings of the 2020 International Conference on Management of
Data, SIGMOD Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020. [Tags: Rack-Scale Computing, Transaction Processing] (link) (bib)
Matthias Jasny and
Tobias Ziegler and
Tim Kraska and
Uwe Röhm and
Carsten Binnig (2020). DB4ML - An In-Memory Database Kernel with Machine Learning Support. In Proceedings of the 2020 International Conference on Management of
Data, SIGMOD Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020. [Tags: Machine Learning] (link) (bib)
@inproceedings{DBLP:conf/sigmod/Jasny0KRB20,
tag = { ml },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/sigmod/Jasny0KRB20.bib },
timestamp = { Fri, 21 Aug 2020 17:36:54 +0200 },
doi = { 10.1145/3318464.3380575 },
url = { https://doi.org/10.1145/3318464.3380575 },
year = { 2020 },
publisher = { ACM },
pages = { 159--173 },
booktitle = { Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020 },
title = { {DB4ML} - An In-Memory Database Kernel with Machine Learning Support },
editor = { David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo },
author = { Matthias Jasny and
Tobias Ziegler and
Tim Kraska and
Uwe R{\"{o}}hm and
Carsten Binnig },
tags = { ml },
}
Songtao He and
Favyen Bastani and
Arjun Balasingam and
Karthik Gopalakrishnan and
Ziwen Jiang and
Mohammad Alizadeh and
Hari Balakrishnan and
Michael J. Cafarella and
Tim Kraska and
Sam Madden (2020). BeeCluster: drone orchestration via predictive optimization. In MobiSys '20: The 18th Annual International Conference on Mobile Systems,
Applications, and Services, Toronto, Ontario, Canada, June 15-19,
2020. [Tags: Video Processing] (link) (bib)
@inproceedings{DBLP:conf/mobisys/HeBBGJABCKM20,
tag = { video },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/mobisys/HeBBGJABCKM20.bib },
timestamp = { Tue, 09 Jun 2020 18:55:05 +0200 },
doi = { 10.1145/3386901.3388912 },
url = { https://doi.org/10.1145/3386901.3388912 },
year = { 2020 },
publisher = { ACM },
pages = { 299--311 },
booktitle = { MobiSys '20: The 18th Annual International Conference on Mobile Systems,
Applications, and Services, Toronto, Ontario, Canada, June 15-19,
2020 },
title = { BeeCluster: drone orchestration via predictive optimization },
editor = { Eyal de Lara and
Iqbal Mohomed and
Jason Nieh and
Elizabeth M. Belding },
author = { Songtao He and
Favyen Bastani and
Arjun Balasingam and
Karthik Gopalakrishnan and
Ziwen Jiang and
Mohammad Alizadeh and
Hari Balakrishnan and
Michael J. Cafarella and
Tim Kraska and
Sam Madden },
tags = { video },
}
Andrew Crotty and
Alex Galakatos and
Tim Kraska (2020). Getting Swole: Generating Access-Aware Code with Predicate Pullups. In 36th IEEE International Conference on Data Engineering, ICDE 2020,
Dallas, TX, USA, April 20-24, 2020. [Tags: Rack-Scale Computing] (link) (bib)
Jeremy Kepner and
Darren Engwirda and
Vijay Gadepally and
Chris Hill and
Tim Kraska and
Michael Jones and
Andreas Kipf and
Lauren Milechin and
Navin Vembar (2020). Fast Mapping onto Census Blocks. In Proceedings of the IEEE High Performance Extreme Computing Conference (HPEC). [Tags: ] (bib)
@inproceedings{DBLP:journals/corr/abs-2005-03156,
year = { 2020 },
booktitle = { Proceedings of the IEEE High Performance Extreme Computing Conference (HPEC) },
title = { Fast Mapping onto Census Blocks },
author = { Jeremy Kepner and
Darren Engwirda and
Vijay Gadepally and
Chris Hill and
Tim Kraska and
Michael Jones and
Andreas Kipf and
Lauren Milechin and
Navin Vembar },
}
2020
Workshop
Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann (2020). RadixSpline: a single-pass learned index. In Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM at SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020. [Tags: Machine Learning for Systems] (bib)
@workshop{DBLP:conf/sigmod/KipfMRSKK020,
tag = { mlsys },
year = { 2020 },
publisher = { ACM },
pages = { 5:1--5:5 },
booktitle = { Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM at SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020 },
title = { RadixSpline: a single-pass learned index },
editor = { Rajesh Bordawekar and
Oded Shmueli and
Nesime Tatbul and
Tin Kam Ho },
author = { Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann },
tags = { mlsys },
}
2020
Workshop
Lujing Cen and
Ryan Marcus and
Hongzi Mao and
Justin Gottschlich and
Mohammad Alizadeh and
Tim Kraska (2020). Learned garbage collection. In Proceedings of the 4th ACM SIGPLAN International Workshop on Machine
Learning and Programming Languages, MAPL at PLDI 2020, London, UK, June
15, 2020. [Tags: missing] (bib)
@workshop{DBLP:conf/pldi/CenMMGAK20,
tag = { mlsts },
year = { 2020 },
publisher = { ACM },
pages = { 38--44 },
booktitle = { Proceedings of the 4th {ACM} {SIGPLAN} International Workshop on Machine
Learning and Programming Languages, MAPL at PLDI 2020, London, UK, June
15, 2020 },
title = { Learned garbage collection },
editor = { Koushik Sen and
Mayur Naik },
author = { Lujing Cen and
Ryan Marcus and
Hongzi Mao and
Justin Gottschlich and
Mohammad Alizadeh and
Tim Kraska },
tags = { mlsts },
}
2020
Workshop
Parimarjan Negi and
Ryan Marcus and
Hongzi Mao and
Nesime Tatbul and
Tim Kraska and
Mohammad Alizadeh (2020). Cost-Guided Cardinality Estimation: Focus Where it Matters. In 36th IEEE International Conference on Data Engineering Workshops,
ICDE Workshops 2020, Dallas, TX, USA, April 20-24, 2020. [Tags: Machine Learning for Systems] (link) (bib)
Gennady L. Andrienko and
Natalia V. Andrienko and
Steven Mark Drucker and
Jean-Daniel Fekete and
Danyel Fisher and
Stratos Idreos and
Tim Kraska and
Guoliang Li and
Kwan-Liu Ma and
Jock D. Mackinlay and
Antti Oulasvirta and
Tobias Schreck and
Heidrun Schumann and
Michael Stonebraker and
David Auber and
Nikos Bikakis and
Panos K. Chrysanthis and
George Papastefanatos and
Mohamed A. Sharaf (2020). Big Data Visualization and Analytics: Future Research Challenges and
Emerging Applications. In Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference,
Copenhagen, Denmark, March 30, 2020. [Tags: ] (pdf) (bib)
@workshop{DBLP:conf/edbt/AndrienkoADFFIK20,
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/edbt/AndrienkoADFFIK20.bib },
timestamp = { Tue, 07 Apr 2020 09:18:49 +0200 },
url = { http://ceur-ws.org/Vol-2578/BigVis1.pdf },
year = { 2020 },
publisher = { CEUR-WS.org },
volume = { 2578 },
series = { {CEUR} Workshop Proceedings },
booktitle = { Proceedings of the Workshops of the {EDBT/ICDT} 2020 Joint Conference,
Copenhagen, Denmark, March 30, 2020 },
title = { Big Data Visualization and Analytics: Future Research Challenges and
Emerging Applications },
editor = { Alexandra Poulovassilis and
David Auber and
Nikos Bikakis and
Panos K. Chrysanthis and
George Papastefanatos and
Mohamed A. Sharaf and
Nikos Pelekis and
Chiara Renso and
Yannis Theodoridis and
Karine Zeitouni and
Tania Cerquitelli and
Silvia Chiusano and
Genoveva Vargas{-}Solar and
Behrooz Omidvar{-}Tehrani and
Katharina Morik and
Jean{-}Michel Renders and
Donatella Firmani and
Letizia Tanca and
Davide Mottin and
Matteo Lissandrini and
Yannis Velegrakis },
author = { Gennady L. Andrienko and
Natalia V. Andrienko and
Steven Mark Drucker and
Jean{-}Daniel Fekete and
Danyel Fisher and
Stratos Idreos and
Tim Kraska and
Guoliang Li and
Kwan{-}Liu Ma and
Jock D. Mackinlay and
Antti Oulasvirta and
Tobias Schreck and
Heidrun Schumann and
Michael Stonebraker and
David Auber and
Nikos Bikakis and
Panos K. Chrysanthis and
George Papastefanatos and
Mohamed A. Sharaf },
}
Michael J. Cafarella and
David J. DeWitt and
Vijay Gadepally and
Jeremy Kepner and
Christos Kozyrakis and
Tim Kraska and
Michael Stonebraker and
Matei Zaharia (2020). DBOS: A Proposal for a Data-Centric Operating System. CoRR, abs/2007.11112. [Tags: ] (link) (bib)
Jialin Ding and
Vikram Nathan and
Mohammad Alizadeh and
Tim Kraska (2020). Tsunami: A Learned Multi-dimensional Index for Correlated Data and
Skewed Workloads. CoRR, abs/2006.13282. [Tags: Machine Learning for Systems] (link) (bib)
Ryan Marcus and
Andreas Kipf and
Alexander van Renen and
Mihail Stoian and
Sanchit Misra and
Alfons Kemper and
Thomas Neumann and
Tim Kraska (2020). Benchmarking Learned Indexes. CoRR, abs/2006.12804. [Tags: Machine Learning for Systems] (link) (bib)
Fangke Ye and
Shengtian Zhou and
Anand Venkat and
Ryan Marcus and
Nesime Tatbul and
Jesmin Jahan Tithi and
Paul Petersen and
Timothy G. Mattson and
Tim Kraska and
Pradeep Dubey and
Vivek Sarkar and
Justin Gottschlich (2020). MISIM: An End-to-End Neural Code Similarity System. CoRR, abs/2006.05265. [Tags: Video Processing] (link) (bib)
@techreport{DBLP:journals/corr/abs-2006-05265,
tag = { video },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/journals/corr/abs-2006-05265.bib },
timestamp = { Fri, 12 Jun 2020 01:00:00 +0200 },
eprint = { 2006.05265 },
archiveprefix = { arXiv },
url = { https://arxiv.org/abs/2006.05265 },
year = { 2020 },
volume = { abs/2006.05265 },
journal = { CoRR },
title = { {MISIM:} An End-to-End Neural Code Similarity System },
author = { Fangke Ye and
Shengtian Zhou and
Anand Venkat and
Ryan Marcus and
Nesime Tatbul and
Jesmin Jahan Tithi and
Paul Petersen and
Timothy G. Mattson and
Tim Kraska and
Pradeep Dubey and
Vivek Sarkar and
Justin Gottschlich },
tags = { video },
}
Kapil Vaidya and
Eric Knorr and
Tim Kraska and
Michael Mitzenmacher (2020). Partitioned Learned Bloom Filter. CoRR, abs/2006.03176. [Tags: Machine Learning for Systems] (link) (bib)
Oscar Moll and
Favyen Bastani and
Sam Madden and
Mike Stonebraker and
Vijay Gadepally and
Tim Kraska (2020). ExSample: Efficient Searches on Video Repositories through Adaptive
Sampling. CoRR, abs/2005.09141. [Tags: Video Processing] (link) (bib)
Jeremy Kepner and
Darren Engwirda and
Vijay Gadepally and
Chris Hill and
Tim Kraska and
Michael Jones and
Andreas Kipf and
Lauren Milechin and
Navin Vembar (2020). Fast Mapping onto Census Blocks. CoRR, abs/2005.03156. [Tags: ] (link) (bib)
@techreport{DBLP:journals/corr/abs-2005-03156,
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/journals/corr/abs-2005-03156.bib },
timestamp = { Sat, 09 May 2020 01:00:00 +0200 },
eprint = { 2005.03156 },
archiveprefix = { arXiv },
url = { https://arxiv.org/abs/2005.03156 },
year = { 2020 },
volume = { abs/2005.03156 },
journal = { CoRR },
title = { Fast Mapping onto Census Blocks },
author = { Jeremy Kepner and
Darren Engwirda and
Vijay Gadepally and
Chris Hill and
Tim Kraska and
Michael Jones and
Andreas Kipf and
Lauren Milechin and
Navin Vembar },
}
Ryan Marcus and
Parimarjan Negi and
Hongzi Mao and
Nesime Tatbul and
Mohammad Alizadeh and
Tim Kraska (2020). Bao: Learning to Steer Query Optimizers. CoRR, abs/2004.03814. [Tags: Machine Learning for Systems] (link) (bib)
Lujing Cen and
Ryan Marcus and
Hongzi Mao and
Justin Gottschlich and
Mohammad Alizadeh and
Tim Kraska (2020). Learned Garbage Collection. CoRR, abs/2004.13301. [Tags: Machine Learning for Systems] (link) (bib)
@techreport{DBLP:journals/corr/abs-2004-13301,
tag = { mlsys },
archiveprefix = { arXiv },
url = { https://arxiv.org/abs/2004.13301 },
year = { 2020 },
volume = { abs/2004.13301 },
journal = { CoRR },
title = { Learned Garbage Collection },
author = { Lujing Cen and
Ryan Marcus and
Hongzi Mao and
Justin Gottschlich and
Mohammad Alizadeh and
Tim Kraska },
tags = { mlsys },
}
Fangke Ye and
Shengtian Zhou and
Anand Venkat and
Ryan Marcus and
Paul Petersen and
Jesmin Jahan Tithi and
Tim Mattson and
Tim Kraska and
Pradeep Dubey and
Vivek Sarkar and
Justin Gottschlich (2020). Context-Aware Parse Trees. CoRR, abs/2003.11118. [Tags: Machine Learning for Systems] (link) (bib)
Nadiia Chepurko and
Ryan Marcus and
Emanuel Zgraggen and
Raul Castro Fernandez and
Tim Kraska and
David Karger (2020). ARDA: Automatic Relational Data Augmentation for Machine Learning. CoRR, abs/2003.09758. [Tags: Machine Learning] (link) (bib)
Ryan Marcus and
Emily Zhang and
Tim Kraska (2020). CDFShop: Exploring and Optimizing Learned Index Structures. [Tags: Machine Learning for Systems] (link) (bib)
Erfan Zamanian and
Xiangyao Yu and
Michael Stonebraker and
Tim Kraska (2019). Rethinking Database High Availability with RDMA Networks. Proc. VLDB Endow., 12(11), pp. 1637–1650. [Tags: Rack-Scale Computing] (pdf) (bib)
Ryan C. Marcus and
Parimarjan Negi and
Hongzi Mao and
Chi Zhang and
Mohammad Alizadeh and
Tim Kraska and
Olga Papaemmanouil and
Nesime Tatbul (2019). Neo: A Learned Query Optimizer. Proc. VLDB Endow., 12(11), pp. 1705–1718. [Tags: Machine Learning for Systems] (pdf) (bib)
@article{neo,
tag = { mlsys },
url = { http://www.vldb.org/pvldb/vol12/p1705-marcus.pdf },
year = { 2019 },
pages = { 1705--1718 },
number = { 11 },
volume = { 12 },
journal = { Proc. {VLDB} Endow. },
title = { Neo: {A} Learned Query Optimizer },
author = { Ryan C. Marcus and
Parimarjan Negi and
Hongzi Mao and
Chi Zhang and
Mohammad Alizadeh and
Tim Kraska and
Olga Papaemmanouil and
Nesime Tatbul },
tags = { mlsys },
}
Junjay Tan and
Thanaa Ghanem and
Matthew Perron and
Xiangyao Yu and
Michael Stonebraker and
David J. DeWitt and
Marco Serafini and
Ashraf Aboulnaga and
Tim Kraska (2019). Choosing A Cloud DBMS: Architectures and Tradeoffs. Proc. VLDB Endow., 12(12), pp. 2170–2182. [Tags: Cloud Computing] (pdf) (bib)
Anastasia Ailamaki and
Periklis Chrysogelos and
Amol Deshpande and
Tim Kraska (2019). The SIGMOD 2019 Research Track Reviewing System. SIGMOD Rec., 48(2), pp. 47–54. [Tags: ] (link) (bib)
Daniel Abadi and
Anastasia Ailamaki and
David Andersen and
Peter Bailis and
Magdalena Balazinska and
Philip A. Bernstein and
Peter A. Boncz and
Surajit Chaudhuri and
Alvin Cheung and
AnHai Doan and
Luna Dong and
Michael J. Franklin and
Juliana Freire and
Alon Y. Halevy and
Joseph M. Hellerstein and
Stratos Idreos and
Donald Kossmann and
Tim Kraska and
Sailesh Krishnamurthy and
Volker Markl and
Sergey Melnik and
Tova Milo and
C. Mohan and
Thomas Neumann and
Beng Chin Ooi and
Fatma Ozcan and
Jignesh Patel and
Andrew Pavlo and
Raluca A. Popa and
Raghu Ramakrishnan and
Christopher Ré and
Michael Stonebraker and
Dan Suciu (2019). The Seattle Report on Database Research. SIGMOD Rec., 48(4), pp. 44–53. [Tags: ] (link) (bib)
@article{DBLP:journals/sigmod/AbadiAABBBBCCDD19,
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/journals/sigmod/AbadiAABBBBCCDD19.bib },
timestamp = { Sat, 28 Mar 2020 00:00:00 +0100 },
doi = { 10.1145/3385658.3385668 },
url = { https://doi.org/10.1145/3385658.3385668 },
year = { 2019 },
pages = { 44--53 },
number = { 4 },
volume = { 48 },
journal = { {SIGMOD} Rec. },
title = { The Seattle Report on Database Research },
author = { Daniel Abadi and
Anastasia Ailamaki and
David Andersen and
Peter Bailis and
Magdalena Balazinska and
Philip A. Bernstein and
Peter A. Boncz and
Surajit Chaudhuri and
Alvin Cheung and
AnHai Doan and
Luna Dong and
Michael J. Franklin and
Juliana Freire and
Alon Y. Halevy and
Joseph M. Hellerstein and
Stratos Idreos and
Donald Kossmann and
Tim Kraska and
Sailesh Krishnamurthy and
Volker Markl and
Sergey Melnik and
Tova Milo and
C. Mohan and
Thomas Neumann and
Beng Chin Ooi and
Fatma Ozcan and
Jignesh Patel and
Andrew Pavlo and
Raluca A. Popa and
Raghu Ramakrishnan and
Christopher R{\'{e}} and
Michael Stonebraker and
Dan Suciu },
}
Tim Kraska and
Mohammad Alizadeh and
Alex Beutel and
Ed H. Chi and
Ani Kristo and
Guillaume Leclerc and
Samuel Madden and
Hongzi Mao and
Vikram Nathan (2019). SageDB: A Learned Database System. In CIDR 2019, 9th Biennial Conference on Innovative Data Systems Research,
Asilomar, CA, USA, January 13-16, 2019, Online Proceedings. [Tags: Machine Learning for Systems] (pdf) (bib)
@inproceedings{DBLP:conf/cidr/KraskaABCKLMMN19,
tag = { mlsys },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/bib/conf/cidr/KraskaABCKLMMN19 },
timestamp = { Thu, 17 Jan 2019 16:08:33 +0100 },
url = { http://cidrdb.org/cidr2019/papers/p117-kraska-cidr19.pdf },
year = { 2019 },
booktitle = { {CIDR} 2019, 9th Biennial Conference on Innovative Data Systems Research,
Asilomar, CA, USA, January 13-16, 2019, Online Proceedings },
title = { SageDB: {A} Learned Database System },
author = { Tim Kraska and
Mohammad Alizadeh and
Alex Beutel and
Ed H. Chi and
Ani Kristo and
Guillaume Leclerc and
Samuel Madden and
Hongzi Mao and
Vikram Nathan },
tags = { mlsys },
}
Kevin Hu, Neil Gaikwad, Michiel Bakker, Madelon Hulsebos, Emanual Zgraggen, Cesar Hidalgo, Tim Kraska, G. Li, Cagatay Demiralp (2019). VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository . In ACM Conference on Human Factors in Computing Systems (CHI). [Tags: Interactive Data Science Systems] (bib)
@inproceedings{viznet,
tag = { ide },
year = { 2019 },
booktitle = { ACM Conference on Human Factors in Computing Systems (CHI) },
title = { VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository },
author = { Kevin Hu and Neil Gaikwad and Michiel Bakker and Madelon Hulsebos and Emanual Zgraggen and Cesar Hidalgo and Tim Kraska and G. Li and Cagatay Demiralp },
tags = { ide },
}
2019
Conference
Kevin Z. Hu, Michiel A. Bakker, Stephen Li, Tim Kraska, Caesar A. Hidalgo (2019). VizML: A Machine Learning Approach to Visualization Recommendation . In ACM Conference on Human Factors in Computing Systems (CHI). [Tags: Interactive Data Science Systems, Machine Learning] (bib)
@inproceedings{vizml,
tag = { ide,ml },
year = { 2019 },
booktitle = { ACM Conference on Human Factors in Computing Systems (CHI) },
title = { VizML: A Machine Learning Approach to Visualization Recommendation },
author = { Kevin Z. Hu and Michiel A. Bakker and Stephen Li and Tim Kraska and Caesar A. Hidalgo },
tags = { ide,ml },
}
2019
Conference
Tobias Ziegler, Sumukha Tumkur Vani, Carsten Binnig, Rodrigo Fonseca, Tim Kraska (2019). Designing Distributed Tree-based Index Structures for fast RDMA-capable Networks. In Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD). [Tags: Rack-Scale Computing] (bib)
@inproceedings{rdmadistr,
tag = { rs },
year = { 2019 },
booktitle = { Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) },
title = { Designing Distributed Tree-based Index Structures for fast RDMA-capable Networks },
author = { Tobias Ziegler and Sumukha Tumkur Vani and Carsten Binnig and Rodrigo Fonseca and Tim Kraska },
tags = { rs },
}
2019
Conference
Matthew Perron, Zeyuan Shang, Tim Kraska, Michael Stonebraker: (2019). How I Learned to Stop Worrying and Love Re-optimization. In Proceedings of the IEEE International Conference on Data Engineering (ICDE). [Tags: Rack-Scale Computing] (bib)
@inproceedings{reopt,
tag = { rs },
year = { 2019 },
booktitle = { Proceedings of the IEEE International Conference on Data Engineering (ICDE) },
title = { How I Learned to Stop Worrying and Love Re-optimization },
author = { Matthew Perron and Zeyuan Shang and Tim Kraska and Michael Stonebraker: },
tags = { rs },
}
2019
Conference
Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Steven Euijong Whang (2019). Slice Finder: Automated Data Slicing for Model Validation. In Proceedings of the IEEE International Conference on Data Engineering (ICDE). [Tags: Machine Learning] (bib)
@inproceedings{slicefinder,
tag = { ml },
year = { 2019 },
booktitle = { Proceedings of the IEEE International Conference on Data Engineering (ICDE) },
title = { Slice Finder: Automated Data Slicing for Model Validation },
author = { Yeounoh Chung and Tim Kraska and Neoklis Polyzotis and Steven Euijong Whang },
tags = { ml },
}
2019
Conference
Alex Galakatos, Michael Markovitch, Carsten Binnig, Rodrigo Fonseca, Tim Kraska (2019). FITing-Tree: A Data-aware Index Structure. In Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD). [Tags: Machine Learning for Systems] (bib)
@inproceedings{fittingtree,
tag = { mlsys },
year = { 2019 },
booktitle = { Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) },
title = { FITing-Tree: A Data-aware Index Structure },
author = { Alex Galakatos and Michael Markovitch and Carsten Binnig and Rodrigo Fonseca and Tim Kraska },
tags = { mlsys },
}
2019
Conference
Zeyuan Shang, Emanuel Zgraggen, Benedetto Buratti, Ferdinand Kossmann, Yeounoh Chung, Philipp Eichmann, Carsten Binnig, Eli Upfal, Tim Kraska (2019). Democratizing Data Science through Interactive Curation of ML Pipelines. In Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD). [Tags: Machine Learning] (bib)
@inproceedings{alpinemeadow,
tag = { ml },
year = { 2019 },
booktitle = { Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD) },
title = { Democratizing Data Science through Interactive Curation of ML Pipelines },
author = { Zeyuan Shang and Emanuel Zgraggen and Benedetto Buratti and Ferdinand Kossmann and Yeounoh Chung and Philipp Eichmann and Carsten Binnig and Eli Upfal and Tim Kraska },
tags = { ml },
}
2019
Conference
Stratos Idreos and
Tim Kraska (2019). From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive
Systems (Tutorial). In Proceedings of the 2019 International Conference on Management of
Data, SIGMOD Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019.. [Tags: Machine Learning for Systems] (pdf) (bib)
@inproceedings{DBLP:conf/sigmod/IdreosK19,
tag = { mlsys },
url = { http://people.csail.mit.edu/kraska/pub/sigmod19tutorialpart2.pdf },
year = { 2019 },
pages = { 2054--2059 },
booktitle = { Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019. },
title = { From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive
Systems (Tutorial) },
author = { Stratos Idreos and
Tim Kraska },
tags = { mlsys },
}
Hongzi Mao and
Parimarjan Negi and
Akshay Narayan and
Hanrui Wang and
Jiacheng Yang and
Haonan Wang and
Ryan Marcus and
Ravichandra Addanki and
Mehrdad Khani Shirkoohi and
Songtao He and
Vikram Nathan and
Frank Cangialosi and
Shaileshh Venkatakrishnan and
Wei-Hung Weng and
Song Han and
Tim Kraska and
Dr.Mohammad Alizadeh (2019). Park: An Open Platform for Learning-Augmented Computer Systems. In Conference on Neural Information Processing Systems (NeurIPS). [Tags: Machine Learning for Systems] (bib)
@inproceedings{park,
tag = { mlsys },
year = { 2019 },
booktitle = { Conference on Neural Information Processing Systems (NeurIPS) },
title = { Park: An Open Platform for Learning-Augmented Computer Systems },
author = { Hongzi Mao and
Parimarjan Negi and
Akshay Narayan and
Hanrui Wang and
Jiacheng Yang and
Haonan Wang and
Ryan Marcus and
Ravichandra Addanki and
Mehrdad Khani Shirkoohi and
Songtao He and
Vikram Nathan and
Frank Cangialosi and
Shaileshh Venkatakrishnan and
Wei-Hung Weng and
Song Han and
Tim Kraska and
Dr.Mohammad Alizadeh },
tags = { mlsys },
}
2019
Conference
Lorenzo De Stefani and
Leonhard F. Spiegelberg and
Eli Upfal and
Tim Kraska (2019). VizCertify: A Framework for Secure Visual Data Exploration. In 2019 IEEE International Conference on Data Science and Advanced
Analytics, DSAA 2019, Washington, DC, USA, October 5-8, 2019. [Tags: Interactive Data Science Systems] (link) (bib)
@inproceedings{DBLP:conf/dsaa/StefaniSUK19,
tag = { ide },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/dsaa/StefaniSUK19.bib },
timestamp = { Thu, 06 Feb 2020 15:53:51 +0100 },
doi = { 10.1109/DSAA.2019.00039 },
url = { https://doi.org/10.1109/DSAA.2019.00039 },
year = { 2019 },
publisher = { IEEE },
pages = { 241--251 },
booktitle = { 2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019 },
title = { VizCertify: {A} Framework for Secure Visual Data Exploration },
editor = { Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill },
author = { Lorenzo De Stefani and
Leonhard F. Spiegelberg and
Eli Upfal and
Tim Kraska },
tags = { ide },
}
Madelon Hulsebos and
Kevin Zeng Hu and
Michiel A. Bakker and
Emanuel Zgraggen and
Arvind Satyanarayan and
Tim Kraska and
\cCagatay Demiralp and
César A. Hidalgo (2019). Sherlock: A Deep Learning Approach to Semantic Data Type Detection. In Proceedings of the 25th ACM SIGKDD International Conference on
Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK,
USA, August 4-8, 2019. [Tags: Data Integration] (link) (bib)
@inproceedings{DBLP:conf/kdd/HulsebosHBZSKDH19,
tag = { di },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/kdd/HulsebosHBZSKDH19.bib },
timestamp = { Sun, 28 Jul 2019 15:40:22 +0200 },
doi = { 10.1145/3292500.3330993 },
url = { https://doi.org/10.1145/3292500.3330993 },
year = { 2019 },
publisher = { ACM },
pages = { 1500--1508 },
booktitle = { Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019 },
title = { Sherlock: {A} Deep Learning Approach to Semantic Data Type Detection },
editor = { Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis },
author = { Madelon Hulsebos and
Kevin Zeng Hu and
Michiel A. Bakker and
Emanuel Zgraggen and
Arvind Satyanarayan and
Tim Kraska and
{\c{C}}agatay Demiralp and
C{\'{e}}sar A. Hidalgo },
tags = { di },
}
Stratos Idreos and
Tim Kraska (2019). From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive
Systems. In Proceedings of the 2019 International Conference on Management of
Data, SIGMOD Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019. [Tags: Machine Learning for Systems] (link) (bib)
@inproceedings{DBLP:conf/sigmod/IdreosK19,
tag = { mlsys },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/sigmod/IdreosK19.bib },
timestamp = { Sat, 22 Jun 2019 17:10:04 +0200 },
doi = { 10.1145/3299869.3314034 },
url = { https://doi.org/10.1145/3299869.3314034 },
year = { 2019 },
publisher = { ACM },
pages = { 2054--2059 },
booktitle = { Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019 },
title = { From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive
Systems },
editor = { Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska },
author = { Stratos Idreos and
Tim Kraska },
tags = { mlsys },
}
Tim Kraska and
Michael Stonebraker and
Michael Brodie, Sacha Servan-Schreiber, Daniel J. Weitzner (2019). DATUMDB: A Data Protection Database Proposal. In Poly'19 co-located at VLDB 2019. [Tags: Data Integration] (bib)
@workshop{gdpr,
tag = { di },
year = { 2019 },
booktitle = { Poly'19 co-located at VLDB 2019 },
title = { DATUMDB: A Data Protection Database Proposal },
author = { Tim Kraska and
Michael Stonebraker and
Michael Brodie and Sacha Servan-Schreiber and Daniel J. Weitzner },
tags = { di },
}
2019
Workshop
Ani Kristo and
Kapil Vaidya and
Ugur Cetintemel and
Tim Kraska (2019). The Case for a Learned Sorting Algorithm. In AI Systems Workshop at SOSP 2019. [Tags: Machine Learning for Systems] (bib)
@workshop{learnedsortsosp,
tag = { mlsys },
year = { 2019 },
booktitle = { AI Systems Workshop at SOSP 2019 },
title = { The Case for a Learned Sorting Algorithm },
author = { Ani Kristo and
Kapil Vaidya and
Ugur Cetintemel and
Tim Kraska },
tags = { mlsys },
}
2019
Workshop
Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann (2019). Learning to Search. In NeurIPS 2019 Workshop on Machine Learning for Systems. [Tags: Machine Learning for Systems] (bib)
@workshop{learnedbench,
tag = { mlsys },
year = { 2019 },
booktitle = { NeurIPS 2019 Workshop on Machine Learning for Systems },
title = { Learning to Search },
author = { Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann },
tags = { mlsys },
}
2019
Workshop
Vikram Nathan and
Jialin Ding and
Mohammad Alizadeh and
Tim Kraska (2019). Learned Multi-dimensional Indexing. In NeurIPS 2019 Workshop on Machine Learning for Systems. [Tags: Machine Learning for Systems] (bib)
@workshop{learnedmultiindex,
tag = { mlsys },
year = { 2019 },
booktitle = { NeurIPS 2019 Workshop on Machine Learning for Systems },
title = { Learned Multi-dimensional Indexing },
author = { Vikram Nathan and
Jialin Ding and
Mohammad Alizadeh and
Tim Kraska },
tags = { mlsys },
}
2019
Workshop
Zeyuan Shang and
Emanuel Zgraggen and
Philipp Eichmann and
Tim Kraska (2019). Niseko: a Large-Scale Meta-Learning Dataset. In NeurIPS 2019 Workshop on Meta-Learning. [Tags: Machine Learning for Systems] (bib)
@workshop{Niseko,
tag = { mlsys },
year = { 2019 },
booktitle = { NeurIPS 2019 Workshop on Meta-Learning },
title = { Niseko: a Large-Scale Meta-Learning Dataset },
author = { Zeyuan Shang and
Emanuel Zgraggen and
Philipp Eichmann and
Tim Kraska },
tags = { mlsys },
}
2019
Workshop
Darryl Ho and
Jialin Ding and
Sanchit Misra and
Nesime Tatbul and
Vikram Nathan and
Vasimuddin Md and
Tim Kraska (2019). LISA: Towards Learned DNA Sequence Search. In MLSys: Workshop on Systems for ML. [Tags: Machine Learning for Systems] (bib)
@workshop{lisa,
tag = { mlsys },
year = { 2019 },
booktitle = { MLSys: Workshop on Systems for ML },
title = { LISA: Towards Learned DNA Sequence Search },
author = { Darryl Ho and
Jialin Ding and
Sanchit Misra and
Nesime Tatbul and
Vikram Nathan and
Vasimuddin Md and
Tim Kraska },
tags = { mlsys },
}
2019
Workshop
Zeyuan Shang and
Emanuel Zgraggen and
Tim Kraska (2019). Alpine Meadow: A System for Interactive AutoML. In MLSys: Workshop on Systems for ML. [Tags: Machine Learning for Systems] (bib)
@workshop{alpine,
tag = { mlsys },
year = { 2019 },
booktitle = { MLSys: Workshop on Systems for ML },
title = { Alpine Meadow: A System for Interactive AutoML },
author = { Zeyuan Shang and
Emanuel Zgraggen and
Tim Kraska },
tags = { mlsys },
}
2019
Workshop
Tim Kraska and
Michael Stonebraker and
Michael L. Brodie and
Sacha Servan-Schreiber and
Daniel J. Weitzner (2019). SchengenDB: A Data Protection Database Proposal. In Heterogeneous Data Management, Polystores, and Analytics for Healthcare
- VLDB 2019 Workshops, Poly and DMAH, Los Angeles, CA, USA, August
30, 2019, Revised Selected Papers. [Tags: ] (link) (bib)
@workshop{DBLP:conf/vldb/KraskaSBSW19,
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/conf/vldb/KraskaSBSW19.bib },
timestamp = { Mon, 28 Oct 2019 17:21:25 +0100 },
doi = { 10.1007/978-3-030-33752-0\_2 },
url = { https://doi.org/10.1007/978-3-030-33752-0\_2 },
year = { 2019 },
publisher = { Springer },
pages = { 24--38 },
volume = { 11721 },
series = { Lecture Notes in Computer Science },
booktitle = { Heterogeneous Data Management, Polystores, and Analytics for Healthcare
- {VLDB} 2019 Workshops, Poly and DMAH, Los Angeles, CA, USA, August
30, 2019, Revised Selected Papers },
title = { SchengenDB: {A} Data Protection Database Proposal },
editor = { Vijay Gadepally and
Timothy G. Mattson and
Michael Stonebraker and
Fusheng Wang and
Gang Luo and
Yanhui Laing and
Alevtina Dubovitskaya },
author = { Tim Kraska and
Michael Stonebraker and
Michael L. Brodie and
Sacha Servan{-}Schreiber and
Daniel J. Weitzner },
}
Matthew Perron and
Zeyuan Shang and
Tim Kraska and
Michael Stonebraker (2019). How I Learned to Stop Worrying and Love Re-optimization. CoRR, abs/1902.08291. [Tags: Rack-Scale Computing] (link) (bib)
@techreport{DBLP:journals/corr/abs-1902-08291,
tag = { rs },
url = { http://arxiv.org/abs/1902.08291 },
year = { 2019 },
volume = { abs/1902.08291 },
journal = { CoRR },
title = { How {I} Learned to Stop Worrying and Love Re-optimization },
author = { Matthew Perron and
Zeyuan Shang and
Tim Kraska and
Michael Stonebraker },
tags = { rs },
}
Sacha Servan-Schreiber and
Olga Ohrimenko and
Tim Kraska and
Emanuel Zgraggen (2019). Custodes: Auditable Hypothesis Testing. CoRR, abs/1901.10875. [Tags: Interactive Data Science Systems] (link) (bib)
Madelon Hulsebos and
Kevin Zeng Hu and
Michiel A. Bakker and
Emanuel Zgraggen and
Arvind Satyanarayan and
Tim Kraska and
\cCagatay Demiralp and
César A. Hidalgo (2019). Sherlock: A Deep Learning Approach to Semantic Data Type Detection. CoRR, abs/1905.10688. [Tags: Vizualization, Machine Learning] (link) (bib)
@techreport{DBLP:journals/corr/abs-1905-10688,
tag = { viz,ml },
url = { http://arxiv.org/abs/1905.10688 },
year = { 2019 },
volume = { abs/1905.10688 },
journal = { CoRR },
title = { Sherlock: {A} Deep Learning Approach to Semantic Data Type Detection },
author = { Madelon Hulsebos and
Kevin Zeng Hu and
Michiel A. Bakker and
Emanuel Zgraggen and
Arvind Satyanarayan and
Tim Kraska and
{\c{C}}agatay Demiralp and
C{\'{e}}sar A. Hidalgo },
tags = { viz,ml },
}
Ryan Marcus and
Parimarjan Negi and
Hongzi Mao and
Chi Zhang and
Mohammad Alizadeh and
Tim Kraska and
Olga Papaemmanouil and
Nesime Tatbul (2019). Neo: A Learned Query Optimizer. CoRR, abs/1904.03711. [Tags: Machine Learning for Systems, Machine Learning] (link) (bib)
@techreport{DBLP:journals/corr/abs-1904-03711,
tag = { mlsys,ml },
url = { http://arxiv.org/abs/1904.03711 },
year = { 2019 },
volume = { abs/1904.03711 },
journal = { CoRR },
title = { Neo: {A} Learned Query Optimizer },
author = { Ryan Marcus and
Parimarjan Negi and
Hongzi Mao and
Chi Zhang and
Mohammad Alizadeh and
Tim Kraska and
Olga Papaemmanouil and
Nesime Tatbul },
tags = { mlsys,ml },
}
Alexander Ratner and
others (2019). SysML: The New Frontier of Machine Learning Systems. CoRR, abs/1904.03257. [Tags: Machine Learning for Systems, Machine Learning] (bib)
Darryl Ho and
Jialin Ding and
Sanchit Misra and
Nesime Tatbul and
Vikram Nathan and
Vasimuddin Md and
Tim Kraska (2019). LISA: Towards Learned DNA Sequence Search. CoRR, abs/1910.04728. [Tags: Machine Learning for Systems] (link) (bib)
Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann (2019). SOSD: A Benchmark for Learned Indexes. CoRR, abs/1911.13014. [Tags: Machine Learning for Systems] (link) (bib)
Vikram Nathan and
Jialin Ding and
Mohammad Alizadeh and
Tim Kraska (2019). Learning Multi-dimensional Indexes. CoRR, abs/1912.01668. [Tags: Machine Learning for Systems] (link) (bib)
Leonhard F. Spiegelberg and
Tim Kraska (2019). Tuplex: Robust, Efficient Analytics When Python Rules. [Tags: Rack-Scale Computing, Data Integration] (pdf) (bib)
Yeounoh Chung and
Michael Lind Mortensen and
Carsten Binnig and
Tim Kraska (2018). Estimating the Impact of Unknown Unknowns on Aggregate Query Results. ACM Trans. Database Syst., 43(1), pp. 3:1–3:37. [Tags: Interactive Data Science Systems] (bib)
@article{DBLP:journals/tods/ChungMBK18,
tag = { ide },
year = { 2018 },
pages = { 3:1--3:37 },
number = { 1 },
volume = { 43 },
journal = { {ACM} Trans. Database Syst. },
title = { Estimating the Impact of Unknown Unknowns on Aggregate Query Results },
author = { Yeounoh Chung and
Michael Lind Mortensen and
Carsten Binnig and
Tim Kraska },
tags = { ide },
}
2018
Journal
Tim Kraska (2018). Northstar: An Interactive Data Science System. PVLDB, 11(12), pp. 2150–2164. [Tags: Interactive Data Science Systems] (bib)
@article{DBLP:journals/pvldb/Kraska18,
tag = { ide },
year = { 2018 },
pages = { 2150--2164 },
number = { 12 },
volume = { 11 },
journal = { PVLDB },
title = { Northstar: An Interactive Data Science System },
author = { Tim Kraska },
tags = { ide },
}
2018
Journal
Yeounoh Chung and
Sacha Servan-Schreiber and
Emanuel Zgraggen and
Tim Kraska (2018). Towards Quantifying Uncertainty in Data Analysis & Exploration. IEEE Data Eng. Bull., 41(3), pp. 15–27. [Tags: Data Integration] (bib)
@article{DBLP:journals/debu/ChungSZK18,
tag = { di },
year = { 2018 },
pages = { 15--27 },
number = { 3 },
volume = { 41 },
journal = { {IEEE} Data Eng. Bull. },
title = { Towards Quantifying Uncertainty in Data Analysis {\&} Exploration },
author = { Yeounoh Chung and
Sacha Servan{-}Schreiber and
Emanuel Zgraggen and
Tim Kraska },
tags = { di },
}
2018
Conference
Linnan Wang and
Jinmian Ye and
Yiyang Zhao and
Wei Wu and
Ang Li and
Shuaiwen Leon Song and
Zenglin Xu and
Tim Kraska (2018). Superneurons: dynamic GPU memory management for training deep neural
networks. In Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and
Practice of Parallel Programming, PPoPP 2018, Vienna, Austria, February
24-28, 2018. [Tags: Machine Learning] (bib)
@inproceedings{DBLP:conf/ppopp/WangYZWLSXK18,
tag = { ml },
year = { 2018 },
pages = { 41--53 },
booktitle = { Proceedings of the 23rd {ACM} {SIGPLAN} Symposium on Principles and
Practice of Parallel Programming, PPoPP 2018, Vienna, Austria, February
24-28, 2018 },
title = { Superneurons: dynamic {GPU} memory management for training deep neural
networks },
author = { Linnan Wang and
Jinmian Ye and
Yiyang Zhao and
Wei Wu and
Ang Li and
Shuaiwen Leon Song and
Zenglin Xu and
Tim Kraska },
tags = { ml },
}
2018
Conference
Tim Kraska and
Alex Beutel and
Ed H. Chi and
Jeffrey Dean and
Neoklis Polyzotis (2018). The Case for Learned Index Structures. In Proceedings of the 2018 International Conference on Management of
Data, SIGMOD Conference 2018, Houston, TX, USA, June 10-15, 2018. [Tags: Machine Learning for Systems] (link) (bib)
@inproceedings{DBLP:conf/sigmod/KraskaBCDP18,
tag = { mlsys },
bibsource = { dblp computer science bibliography, https://dblp.org },
biburl = { https://dblp.org/rec/bib/conf/sigmod/KraskaBCDP18 },
timestamp = { Wed, 21 Nov 2018 12:44:08 +0100 },
doi = { 10.1145/3183713.3196909 },
url = { https://doi.org/10.1145/3183713.3196909 },
year = { 2018 },
pages = { 489--504 },
booktitle = { Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018 },
title = { The Case for Learned Index Structures },
author = { Tim Kraska and
Alex Beutel and
Ed H. Chi and
Jeffrey Dean and
Neoklis Polyzotis },
tags = { mlsys },
}
Emanuel Zgraggen and
Zheguang Zhao and
Robert C. Zeleznik and
Tim Kraska (2018). Investigating the Effect of the Multiple Comparisons Problem in Visual
Analysis. In Proceedings of the 2018 CHI Conference on Human Factors in Computing
Systems CHI 2018, Montreal, QC, Canada, April 21-26, 2018. [Tags: Data Integration] (bib)
@inproceedings{DBLP:conf/chi/ZgraggenZZK18,
tag = { di },
year = { 2018 },
pages = { 479 },
booktitle = { Proceedings of the 2018 {CHI} Conference on Human Factors in Computing
Systems CHI 2018, Montreal, QC, Canada, April 21-26, 2018 },
title = { Investigating the Effect of the Multiple Comparisons Problem in Visual
Analysis },
author = { Emanuel Zgraggen and
Zheguang Zhao and
Robert C. Zeleznik and
Tim Kraska },
tags = { di },
}
2018
Workshop
Carsten Binnig and
Benedetto Buratti and
Yeounoh Chung and
Cyrus Cousins and
Tim Kraska and
Zeyuan Shang and
Eli Upfal and
Robert C. Zeleznik and
Emanuel Zgraggen (2018). Towards Interactive Curation and Automatic Tuning of ML Pipelines. In Proceedings of the Second Workshop on Data Management for End-To-End
Machine Learning, DEEM at SIGMOD 2018, Houston, TX, USA, June 15, 2018. [Tags: Interactive Data Science Systems, Machine Learning] (bib)
@workshop{DBLP:conf/sigmod/BinnigBCCKSUZZ18,
tag = { ide,ml },
year = { 2018 },
pages = { 1:1--1:4 },
booktitle = { Proceedings of the Second Workshop on Data Management for End-To-End
Machine Learning, DEEM at SIGMOD 2018, Houston, TX, USA, June 15, 2018 },
title = { Towards Interactive Curation and Automatic Tuning of ML Pipelines },
author = { Carsten Binnig and
Benedetto Buratti and
Yeounoh Chung and
Cyrus Cousins and
Tim Kraska and
Zeyuan Shang and
Eli Upfal and
Robert C. Zeleznik and
Emanuel Zgraggen },
tags = { ide,ml },
}
2018
Technical report
Linnan Wang and
Jinmian Ye and
Yiyang Zhao and
Wei Wu and
Ang Li and
Shuaiwen Leon Song and
Zenglin Xu and
Tim Kraska (2018). SuperNeurons: Dynamic GPU Memory Management for Training Deep Neural
Networks. CoRR, abs/1801.04380. [Tags: Machine Learning] (link) (bib)
@techreport{DBLP:journals/corr/abs-1801-04380,
tag = { ml },
url = { http://arxiv.org/abs/1801.04380 },
year = { 2018 },
volume = { abs/1801.04380 },
journal = { CoRR },
title = { SuperNeurons: Dynamic {GPU} Memory Management for Training Deep Neural
Networks },
author = { Linnan Wang and
Jinmian Ye and
Yiyang Zhao and
Wei Wu and
Ang Li and
Shuaiwen Leon Song and
Zenglin Xu and
Tim Kraska },
tags = { ml },
}
Erfan Zamanian and
Julian Shun and
Carsten Binnig and
Tim Kraska (2018). Chiller: Contention-centric Transaction Execution and Data Partitioning
for Fast Networks. CoRR, abs/1811.12204. [Tags: Rack-Scale Computing, Transaction Processing] (link) (bib)
Lorenzo De Stefani and
Leonhard F. Spiegelberg and
Tim Kraska and
Eli Upfal (2018). VizRec: A framework for secure data exploration via visual representation. CoRR, abs/1811.00602. [Tags: Interactive Data Science Systems, Machine Learning] (link) (bib)
Alex Galakatos and
Michael Markovitch and
Carsten Binnig and
Rodrigo Fonseca and
Tim Kraska (2018). A-Tree: A Bounded Approximate Index Structure. CoRR, abs/1801.10207. [Tags: Interactive Data Science Systems, Machine Learning] (link) (bib)
Yeounoh Chung and
Peter J. Haas and
Eli Upfal and
Tim Kraska (2018). Unknown Examples & Machine Learning Model Generalization. CoRR, abs/1808.08294. [Tags: Machine Learning] (link) (bib)
Guillaume Leclerc and
Manasi Vartak and
Raul Castro Fernandez and
Tim Kraska and
Samuel Madden (2018). Smallify: Learning Network Size while Training. CoRR, abs/1806.03723. [Tags: Machine Learning] (link) (bib)
Philipp Eichmann and
Carsten Binnig and
Tim Kraska and
Emanuel Zgraggen (2018). IDEBench: A Benchmark for Interactive Data Exploration. CoRR, abs/1804.02593. [Tags: Interactive Data Science Systems] (link) (bib)
Kevin Zeng Hu and
Michiel A. Bakker and
Stephen Li and
Tim Kraska and
César A. Hidalgo (2018). VizML: A Machine Learning Approach to Visualization Recommendation. CoRR, abs/1808.04819. [Tags: Interactive Data Science Systems] (link) (bib)
Yeounoh Chung and
Tim Kraska and
Neoklis Polyzotis and
Steven Euijong Whang (2018). Slice Finder: Automated Data Slicing for Model Validation. CoRR, abs/1807.06068. [Tags: Interactive Data Science Systems, Machine Learning] (link) (bib)
Erfan Zamanian and
Carsten Binnig and
Tim Kraska and
Tim Harris (2017). The End of a Myth: Distributed Transaction Can Scale. PVLDB, 10(6), pp. 685–696. [Tags: Rack-Scale Computing, Transaction Processing] (bib)
@article{DBLP:journals/pvldb/ZamanianBKH17,
tag = { rs,tx },
year = { 2017 },
pages = { 685--696 },
number = { 6 },
volume = { 10 },
journal = { PVLDB },
title = { The End of a Myth: Distributed Transaction Can Scale },
author = { Erfan Zamanian and
Carsten Binnig and
Tim Kraska and
Tim Harris },
tags = { rs,tx },
}
2017
Journal
Emanuel Zgraggen and
Alex Galakatos and
Andrew Crotty and
Jean-Daniel Fekete and
Tim Kraska (2017). How Progressive Visualizations Affect Exploratory Analysis. IEEE Trans. Vis. Comput. Graph., 23(8), pp. 1977–1987. [Tags: Interactive Data Science Systems] (bib)
@article{DBLP:journals/tvcg/ZgraggenGCFK17,
tag = { ide },
year = { 2017 },
pages = { 1977--1987 },
number = { 8 },
volume = { 23 },
journal = { {IEEE} Trans. Vis. Comput. Graph. },
title = { How Progressive Visualizations Affect Exploratory Analysis },
author = { Emanuel Zgraggen and
Alex Galakatos and
Andrew Crotty and
Jean{-}Daniel Fekete and
Tim Kraska },
tags = { ide },
}
2017
Journal
Alex Galakatos and
Andrew Crotty and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska (2017). Revisiting Reuse for Approximate Query Processing. PVLDB, 10(10), pp. 1142–1153. [Tags: Interactive Data Science Systems] (bib)
@article{DBLP:journals/pvldb/GalakatosCZBK17,
tag = { ide },
year = { 2017 },
pages = { 1142--1153 },
number = { 10 },
volume = { 10 },
journal = { PVLDB },
title = { Revisiting Reuse for Approximate Query Processing },
author = { Alex Galakatos and
Andrew Crotty and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska },
tags = { ide },
}
2017
Journal
Yeounoh Chung and
Sanjay Krishnan and
Tim Kraska (2017). A Data Quality Metric (DQM): How to Estimate the Number of Undetected
Errors in Data Sets. PVLDB, 10(10), pp. 1094–1105. [Tags: Data Integration, Crowd Computing] (bib)
@article{DBLP:journals/pvldb/ChungKK17,
tag = { di,crowd },
year = { 2017 },
pages = { 1094--1105 },
number = { 10 },
volume = { 10 },
journal = { PVLDB },
title = { A Data Quality Metric {(DQM):} How to Estimate the Number of Undetected
Errors in Data Sets },
author = { Yeounoh Chung and
Sanjay Krishnan and
Tim Kraska },
tags = { di,crowd },
}
2017
Journal
Erfan Zamanian and
Carsten Binnig and
Tim Kraska and
Tim Harris (2017). The End of a Myth: Distributed Transaction Can Scale. PVLDB, 10(6), pp. 685–696. [Tags: Transaction Processing, Rack-Scale Computing] (bib)
@article{DBLP:journals/pvldb/ZamanianBKH17,
tag = { tx,rs },
year = { 2017 },
pages = { 685--696 },
number = { 6 },
volume = { 10 },
journal = { PVLDB },
title = { The End of a Myth: Distributed Transaction Can Scale },
author = { Erfan Zamanian and
Carsten Binnig and
Tim Kraska and
Tim Harris },
tags = { tx,rs },
}
2017
Journal
Abdallah Salama and
Carsten Binnig and
Tim Kraska and
Ansgar Scherp and
Tobias Ziegler (2017). Rethinking Distributed Query Execution on High-Speed Networks. IEEE Data Eng. Bull., 40(1), pp. 27–37. [Tags: Rack-Scale Computing] (bib)
@article{DBLP:journals/debu/Kraska17,
tag = { tx },
year = { 2017 },
pages = { 2 },
number = { 1 },
volume = { 40 },
journal = { {IEEE} Data Eng. Bull. },
title = { Letter from the Special Issue Editor },
author = { Tim Kraska },
tags = { tx },
}
2017
Conference
Tim Kraska (2017). Approximate Query Processing for Interactive Data Science. In Proceedings of the 2017 ACM International Conference on Management
of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017. [Tags: Interactive Data Science Systems, Rack-Scale Computing] (bib)
@inproceedings{DBLP:conf/sigmod/Kraska17,
tag = { ide,rs },
year = { 2017 },
pages = { 525 },
booktitle = { Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017 },
title = { Approximate Query Processing for Interactive Data Science },
author = { Tim Kraska },
tags = { ide,rs },
}
2017
Conference
Christoph Pinkel and
Carsten Binnig and
Ernesto Jiménez-Ruiz and
Evgeny Kharlamov and
Andriy Nikolov and
Andreas Schwarte and
Christian Heupel and
Tim Kraska (2017). IncMap: A Journey towards Ontology-based Data Integration. In Datenbanksysteme f\"ur Business, Technologie und Web (BTW
2017), 17. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 6.-10. März 2017, Stuttgart, Germany, Proceedings. [Tags: Data Integration] (bib)
@inproceedings{incmap,
tag = { di },
year = { 2017 },
pages = { 145--164 },
booktitle = { Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2017), 17. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 6.-10. M{\"{a}}rz 2017, Stuttgart, Germany, Proceedings },
title = { IncMap: {A} Journey towards Ontology-based Data Integration },
author = { Christoph Pinkel and
Carsten Binnig and
Ernesto Jim{\'{e}}nez{-}Ruiz and
Evgeny Kharlamov and
Andriy Nikolov and
Andreas Schwarte and
Christian Heupel and
Tim Kraska },
tags = { di },
}
2017
Conference
Carsten Binnig and
Lorenzo De Stefani and
Tim Kraska and
Eli Upfal and
Emanuel Zgraggen and
Zheguang Zhao (2017). Toward Sustainable Insights, or Why Polygamy is Bad for You. In CIDR 2017, 8th Biennial Conference on Innovative Data Systems Research,
Chaminade, CA, USA, January 8-11, 2017, Online Proceedings. [Tags: Interactive Data Science Systems] (bib)
@inproceedings{DBLP:conf/cidr/BinnigSKUZZ17,
tag = { ide },
crossref = { DBLP:conf/cidr/2017 },
year = { 2017 },
booktitle = { {CIDR} 2017, 8th Biennial Conference on Innovative Data Systems Research,
Chaminade, CA, USA, January 8-11, 2017, Online Proceedings },
title = { Toward Sustainable Insights, or Why Polygamy is Bad for You },
author = { Carsten Binnig and
Lorenzo De Stefani and
Tim Kraska and
Eli Upfal and
Emanuel Zgraggen and
Zheguang Zhao },
tags = { ide },
}
2017
Conference
Zheguang Zhao and
Emanuel Zgraggen and
Lorenzo De Stefani and
Carsten Binnig and
Eli Upfal and
Tim Kraska (2017). Safe Visual Data Exploration. In Proceedings of the 2017 ACM International Conference on Management
of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017. [Tags: Interactive Data Science Systems] (bib)
@inproceedings{DBLP:conf/sigmod/ZhaoZSBUK17,
tag = { ide },
year = { 2017 },
pages = { 1671--1674 },
booktitle = { Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017 },
title = { Safe Visual Data Exploration },
author = { Zheguang Zhao and
Emanuel Zgraggen and
Lorenzo De Stefani and
Carsten Binnig and
Eli Upfal and
Tim Kraska },
tags = { ide },
}
2017
Conference
Zheguang Zhao and
Lorenzo De Stefani and
Emanuel Zgraggen and
Carsten Binnig and
Eli Upfal and
Tim Kraska (2017). Controlling False Discoveries During Interactive Data Exploration. In Proceedings of the 2017 ACM International Conference on Management
of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017. [Tags: Interactive Data Science Systems] (bib)
@inproceedings{DBLP:conf/sigmod/ZhaoSZBUK17,
tag = { ide },
year = { 2017 },
pages = { 527--540 },
booktitle = { Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017 },
title = { Controlling False Discoveries During Interactive Data Exploration },
author = { Zheguang Zhao and
Lorenzo De Stefani and
Emanuel Zgraggen and
Carsten Binnig and
Eli Upfal and
Tim Kraska },
tags = { ide },
}
2017
Conference
Tim Kraska and
Elkhan Dadashov and
Carsten Binnig (2017). Spotlytics: How to Use Cloud Market Places for Analytics?. In Datenbanksysteme f\"ur Business, Technologie und Web (BTW
2017), 17. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 6.-10. März 2017, Stuttgart, Germany, Proceedings. [Tags: Cloud Computing] (bib)
@inproceedings{DBLP:conf/btw/KraskaDB17,
tag = { cloud },
year = { 2017 },
pages = { 361--380 },
booktitle = { Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2017), 17. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 6.-10. M{\"{a}}rz 2017, Stuttgart, Germany, Proceedings },
title = { Spotlytics: How to Use Cloud Market Places for Analytics? },
author = { Tim Kraska and
Elkhan Dadashov and
Carsten Binnig },
tags = { cloud },
}
2017
Conference
Christoph Pinkel and
Carsten Binnig and
Ernesto Jiménez-Ruiz and
Evgeny Kharlamov and
Andriy Nikolov and
Andreas Schwarte and
Christian Heupel and
Tim Kraska (2017). IncMap: A Journey towards Ontology-based Data Integration. In Datenbanksysteme f\"ur Business, Technologie und Web (BTW
2017), 17. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 6.-10. März 2017, Stuttgart, Germany, Proceedings. [Tags: Data Integration] (bib)
@inproceedings{DBLP:conf/btw/PinkelBJKNSHK17,
tag = { di },
year = { 2017 },
pages = { 145--164 },
booktitle = { Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2017), 17. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 6.-10. M{\"{a}}rz 2017, Stuttgart, Germany, Proceedings },
title = { IncMap: {A} Journey towards Ontology-based Data Integration },
author = { Christoph Pinkel and
Carsten Binnig and
Ernesto Jim{\'{e}}nez{-}Ruiz and
Evgeny Kharlamov and
Andriy Nikolov and
Andreas Schwarte and
Christian Heupel and
Tim Kraska },
tags = { di },
}
2017
Workshop
Yue Guo and
Carsten Binnig and
Tim Kraska (2017). What you see is not what you get!: Detecting Simpson's Paradoxes during
Data Exploration. In Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics,
HILDA SIGMOD 2017, Chicago, IL, USA, May 14, 2017. [Tags: Interactive Data Science Systems] (bib)
@workshop{DBLP:conf/sigmod/GuoBK17,
tag = { ide },
year = { 2017 },
pages = { 2:1--2:5 },
booktitle = { Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics,
HILDA SIGMOD 2017, Chicago, IL, USA, May 14, 2017 },
title = { What you see is not what you get!: Detecting Simpson's Paradoxes during
Data Exploration },
author = { Yue Guo and
Carsten Binnig and
Tim Kraska },
tags = { ide },
}
2017
Technical report
Tim Kraska and
Alex Beutel and
Ed H. Chi and
Jeffrey Dean and
Neoklis Polyzotis (2017). The Case for Learned Index Structures. CoRR, abs/1712.01208. [Tags: Machine Learning] (bib)
@techreport{DBLP:journals/corr/abs-1712-01208,
tag = { ml },
year = { 2017 },
volume = { abs/1712.01208 },
journal = { CoRR },
title = { The Case for Learned Index Structures },
author = { Tim Kraska and
Alex Beutel and
Ed H. Chi and
Jeffrey Dean and
Neoklis Polyzotis },
tags = { ml },
}
2016
Journal
Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin, Purnamrita Sarkar (2016). Answering Enumeration Queries with the Crowd. Commun. ACM, 59(1), pp. 118–127. [Tags: Crowd Computing] (bib)
@article{enumqueries,
tag = { crowd },
year = { 2016 },
pages = { 118--127 },
number = { 1 },
volume = { 59 },
journal = { Commun. {ACM} },
title = { Answering Enumeration Queries with the Crowd },
author = { Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin and Purnamrita Sarkar },
tags = { crowd },
}
2016
Journal
Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin and
Purnamrita Sarkar (2016). Answering enumeration queries with the crowd. Commun. ACM, 59(1), pp. 118–127. [Tags: Data Integration, Crowd Computing] (bib)
@article{crowdenumacm,
tag = { di,crowd },
year = { 2016 },
pages = { 118--127 },
number = { 1 },
volume = { 59 },
journal = { Commun. {ACM} },
title = { Answering enumeration queries with the crowd },
author = { Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin and
Purnamrita Sarkar },
tags = { di,crowd },
}
2016
Journal
Carsten Binnig
and Andrew Crotty
and Alex Galakatos
and Tim Kraska
and Erfan Zamanian (2016). The End of Slow Networks: It's Time for a Redesign. PVLDB, 9(7), pp. 528–539. [Tags: Rack-Scale Computing, Transaction Processing] (bib)
@article{rdmavision,
tag = { rs,tx },
year = { 2016 },
pages = { 528--539 },
number = { 7 },
volume = { 9 },
journal = { PVLDB },
title = { The End of Slow Networks: It's Time for a Redesign },
author = { Carsten Binnig
and Andrew Crotty
and Alex Galakatos
and Tim Kraska
and Erfan Zamanian },
tags = { rs,tx },
}
2016
Journal
Philipp Eichmann and
Emanuel Zgraggen and
Zheguang Zhao and
Carsten Binnig and
Tim Kraska (2016). Towards a Benchmark for Interactive Data Exploration. IEEE Data Eng. Bull., 39(4), pp. 50–61. [Tags: ] (bib)
@article{DBLP:journals/debu/EichmannZZBK16,
year = { 2016 },
pages = { 50--61 },
number = { 4 },
volume = { 39 },
journal = { {IEEE} Data Eng. Bull. },
title = { Towards a Benchmark for Interactive Data Exploration },
author = { Philipp Eichmann and
Emanuel Zgraggen and
Zheguang Zhao and
Carsten Binnig and
Tim Kraska },
}
2016
Conference
Yeounoh Chung and
Michael Lind Mortensen and
Carsten Binnig and
Tim Kraska (2016). Estimating the Impact of Unknown Unknowns on Aggregate Query Results. In SIGMOD 2016. [Tags: Interactive Data Science Systems] (link) (bib)
@inproceedings{unknownunknowns,
tag = { ide },
url = { http://arxiv.org/abs/1507.05591 },
year = { 2016 },
booktitle = { {SIGMOD} 2016 },
title = { Estimating the Impact of Unknown Unknowns on Aggregate Query Results },
author = { Yeounoh Chung and
Michael Lind Mortensen and
Carsten Binnig and
Tim Kraska },
tags = { ide },
}
Sanjay Krishnan and
Jiannan Wang and
Michael J. Franklin and
Ken Goldberg and
Tim Kraska (2016). PrivateClean: Data Cleaning and Differential Privacy. In SIGMOD. [Tags: Data Integration] (bib)
@inproceedings{privateclean,
tag = { di },
year = { 2016 },
pages = { 937--951 },
booktitle = { SIGMOD },
title = { PrivateClean: Data Cleaning and Differential Privacy },
author = { Sanjay Krishnan and
Jiannan Wang and
Michael J. Franklin and
Ken Goldberg and
Tim Kraska },
tags = { di },
}
2016
Conference
Michael J. Cafarella and
Ihab F. Ilyas and
Marcel Kornacker and
Tim Kraska and
Christopher Ré (2016). Dark Data: Are we solving the right problems?. In 32nd IEEE International Conference on Data Engineering, ICDE 2016,
Helsinki, Finland, May 16-20, 2016. [Tags: Machine Learning] (bib)
@inproceedings{Darkdata,
tag = { ml },
year = { 2016 },
pages = { 1444--1445 },
booktitle = { 32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016 },
title = { Dark Data: Are we solving the right problems? },
author = { Michael J. Cafarella and
Ihab F. Ilyas and
Marcel Kornacker and
Tim Kraska and
Christopher R{\'{e}} },
tags = { ml },
}
2016
Workshop
Muhammad El-Hindi and
Zheguang Zhao and
Carsten Binnig and
Tim Kraska (2016). VisTrees: fast indexes for interactive data exploration. In Workshop on Human-In-the-Loop Data Analytics (HILDA) at SIGMOD. [Tags: Interactive Data Science Systems] (bib)
@workshop{vistree,
tag = { ide },
year = { 2016 },
pages = { 5 },
booktitle = { Workshop on Human-In-the-Loop Data Analytics (HILDA) at SIGMOD },
title = { VisTrees: fast indexes for interactive data exploration },
author = { Muhammad El{-}Hindi and
Zheguang Zhao and
Carsten Binnig and
Tim Kraska },
tags = { ide },
}
2016
Workshop
Andrew Crotty and
Alex Galakatos and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska (2016). The case for interactive data exploration accelerators (IDEAs). In Workshop on Human-In-the-Loop Data Analytics (HILDA) at SIGMOD. [Tags: Interactive Data Science Systems, Machine Learning] (bib)
@workshop{ideahilda,
tag = { ide,ml },
year = { 2016 },
pages = { 11 },
booktitle = { Workshop on Human-In-the-Loop Data Analytics (HILDA) at SIGMOD },
title = { The case for interactive data exploration accelerators (IDEAs) },
author = { Andrew Crotty and
Alex Galakatos and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska },
tags = { ide,ml },
}
2016
Technical report
Erfan Zamanian and
Carsten Binnig and
Tim Kraska and
Tim Harris (2016). The End of a Myth: Distributed Transactions Can Scale. CoRR, abs/1607.00655. [Tags: Rack-Scale Computing, Transaction Processing] (link) (bib)
Kayhan Dursun and
Carsten Binnig and
Ugur \cCetintemel and
Tim Kraska (2016). Revisiting Reuse in Main Memory Database Systems. CoRR, abs/1608.05678. [Tags: Interactive Data Science Systems, Rack-Scale Computing] (link) (bib)
Yeounoh Chung and
Sanjay Krishnan and
Tim Kraska (2016). A Data Quality Metric (DQM): How to Estimate The Number of Undetected
Errors in Data Sets. CoRR, abs/1611.04878. [Tags: Data Integration, Crowd Computing] (link) (bib)
Gabriel Lyons and
Vinh Tran and
Carsten Binnig and
Ugur \cCetintemel and
Tim Kraska (2016). Making the Case for Query-by-Voice with EchoQuery. [Tags: Interactive Data Science Systems] (bib)
@misc{echoquery,
tag = { ide },
year = { 2016 },
pages = { 2129--2132 },
booktitle = { SIGMOD },
title = { Making the Case for Query-by-Voice with EchoQuery },
author = { Gabriel Lyons and
Vinh Tran and
Carsten Binnig and
Ugur {\c{C}}etintemel and
Tim Kraska },
tags = { ide },
}
2015
Journal
Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin and
Purnamrita Sarkar and
Venketaram Ramachandran (2015). Crowdsourcing Enumeration Queries: Estimators and Interfaces. IEEE Trans. Knowl. Data Eng., 27(7), pp. 1796–1809. [Tags: Crowd Computing] (link) (bib)
John Meehan and
Nesime Tatbul and
Stan Zdonik and
Cansu Aslantas and
Ugur Cetintemel and
Jiang Du and
Tim Kraska and
Samuel Madden and
David Maier and
Andrew Pavlo and
Michael Stonebraker and
Kristin Tufte and
Hao Wang (2015). S-Store: Streaming Meets Transaction Processing. PVLDB, 8(13), pp. 2134–2145. [Tags: Stream Processing, Transaction Processing] (pdf) (bib)
@article{DBLP:journals/pvldb/MeehanTZACDKMMP15,
tag = { stream,tx },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/pvldb/MeehanTZACDKMMP15 },
timestamp = { Tue, 15 Sep 2015 19:25:45 +0200 },
url = { http://www.vldb.org/pvldb/vol8/p2134-meehan.pdf },
year = { 2015 },
pages = { 2134--2145 },
number = { 13 },
volume = { 8 },
journal = { PVLDB },
title = { S-Store: Streaming Meets Transaction Processing },
author = { John Meehan and
Nesime Tatbul and
Stan Zdonik and
Cansu Aslantas and
Ugur Cetintemel and
Jiang Du and
Tim Kraska and
Samuel Madden and
David Maier and
Andrew Pavlo and
Michael Stonebraker and
Kristin Tufte and
Hao Wang },
tags = { stream,tx },
}
Andrew Crotty and
Alex Galakatos and
Kayhan Dursun and
Tim Kraska and
Carsten Binnig and
Ugur Cetintemel and
Stan Zdonik (2015). An Architecture for Compiling UDF-centric Workflows. PVLDB, 8(12), pp. 1466–1477. [Tags: Interactive Data Science Systems, Machine Learning, Rack-Scale Computing] (pdf) (bib)
Sanjay Krishnan and
Jiannan Wang and
Michael J. Franklin and
Ken Goldberg and
Tim Kraska (2015). Stale View Cleaning: Getting Fresh Answers from Stale Materialized
Views. PVLDB, 8(12), pp. 1370–1381. [Tags: Cloud Computing] (pdf) (bib)
Abdallah Salama and
Carsten Binnig and
Tim Kraska and
Erfan Zamanian (2015). Cost-based Fault-tolerance for Parallel Data Processing. In Proceedings of the 2015 ACM SIGMOD International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015. [Tags: Cloud Computing] (link) (bib)
Christopher Ré and
Divy Agrawal and
Magdalena Balazinska and
Michael I. Cafarella and
Michael I. Jordan and
Tim Kraska and
Raghu Ramakrishnan (2015). Machine Learning and Databases: The Sound of Things to Come or a Cacophony
of Hype?. In Proceedings of the 2015 ACM SIGMOD International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015. [Tags: Machine Learning] (link) (bib)
@inproceedings{DBLP:conf/sigmod/ReABCJKR15,
tag = { ml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/sigmod/ReABCJKR15 },
timestamp = { Thu, 12 Nov 2015 16:33:38 +0100 },
doi = { 10.1145/2723372.2742911 },
url = { http://doi.acm.org/10.1145/2723372.2742911 },
crossref = { DBLP:conf/sigmod/2015 },
year = { 2015 },
pages = { 283--284 },
booktitle = { Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015 },
title = { Machine Learning and Databases: The Sound of Things to Come or a Cacophony
of Hype? },
author = { Christopher R{\'{e}} and
Divy Agrawal and
Magdalena Balazinska and
Michael I. Cafarella and
Michael I. Jordan and
Tim Kraska and
Raghu Ramakrishnan },
tags = { ml },
}
Evan R. Sparks and
Ameet Talwalkar and
Daniel Haas and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska (2015). Automating model search for large scale machine learning. In Proceedings of the Sixth ACM Symposium on Cloud Computing, SoCC
2015, Kohala Coast, Hawaii, USA, August 27-29, 2015. [Tags: Machine Learning] (link) (bib)
@inproceedings{DBLP:conf/cloud/SparksTHFJK15,
tag = { ml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/cloud/SparksTHFJK15 },
timestamp = { Thu, 10 Sep 2015 16:45:35 +0200 },
doi = { 10.1145/2806777.2806945 },
url = { http://doi.acm.org/10.1145/2806777.2806945 },
crossref = { DBLP:conf/cloud/2015 },
year = { 2015 },
pages = { 368--380 },
booktitle = { Proceedings of the Sixth {ACM} Symposium on Cloud Computing, SoCC
2015, Kohala Coast, Hawaii, USA, August 27-29, 2015 },
title = { Automating model search for large scale machine learning },
author = { Evan R. Sparks and
Ameet Talwalkar and
Daniel Haas and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska },
tags = { ml },
}
Andrew Crotty and
Alex Galakatos and
Kayhan Dursun and
Tim Kraska and
Ugur Cetintemel and
Stanley B. Zdonik (2015). Tupleware: "Big" Data, Big Analytics, Small Clusters. In CIDR 2015, Seventh Biennial Conference on Innovative Data Systems
Research, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings. [Tags: Machine Learning, Rack-Scale Computing] (pdf) (bib)
@inproceedings{DBLP:conf/cidr/CrottyGDKCZ15,
tag = { ml,rs },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/cidr/CrottyGDKCZ15 },
timestamp = { Mon, 23 Mar 2015 09:07:18 +0100 },
url = { http://www.cidrdb.org/cidr2015/Papers/CIDR15_Paper23u.pdf },
crossref = { DBLP:conf/cidr/2015 },
year = { 2015 },
booktitle = { {CIDR} 2015, Seventh Biennial Conference on Innovative Data Systems
Research, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings },
title = { Tupleware: "Big" Data, Big Analytics, Small Clusters },
author = { Andrew Crotty and
Alex Galakatos and
Kayhan Dursun and
Tim Kraska and
Ugur Cetintemel and
Stanley B. Zdonik },
tags = { ml,rs },
}
Dalia Kaulakiene and
Christian Thomsen and
Torben Bach Pedersen and
Ugur Cetintemel and
Tim Kraska (2015). SpotADAPT: Spot-Aware (re-)Deployment of Analytical Processing Tasks
on Amazon EC2. In Proceedings of the ACM Eighteenth International Workshop on Data
Warehousing and OLAP, DOLAP 2015, Melbourne, VIC, Australia, October
19-23, 2015. [Tags: Cloud Computing] (link) (bib)
Sanjay Krishnan and
Jiannan Wang and
Michael J. Franklin and
Ken Goldberg and
Tim Kraska (2015). Stale View Cleaning: Getting Fresh Answers from Stale Materialized
Views. CoRR, abs/1509.07454. [Tags: Cloud Computing] (link) (bib)
Yeounoh Chung and
Michael Lind Mortensen and
Carsten Binnig and
Tim Kraska (2015). Estimating the Impact of Unknown Unknowns on Aggregate Query Results. CoRR, abs/1507.05591. [Tags: Data Integration] (link) (bib)
Carsten Binnig and
Ugur Cetintemel and
Andrew Crotty and
Alex Galakatos and
Tim Kraska and
Erfan Zamanian and
Stanley B. Zdonik (2015). The End of Slow Networks: It's Time for a Redesign. CoRR, abs/1504.01048. [Tags: Rack-Scale Computing, Transaction Processing] (link) (bib)
@techreport{DBLP:journals/corr/BinnigCCGKZZ15,
tag = { rs,tx },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/corr/BinnigCCGKZZ15 },
timestamp = { Sat, 02 May 2015 17:50:32 +0200 },
url = { http://arxiv.org/abs/1504.01048 },
year = { 2015 },
volume = { abs/1504.01048 },
journal = { CoRR },
title = { The End of Slow Networks: It's Time for a Redesign },
author = { Carsten Binnig and
Ugur Cetintemel and
Andrew Crotty and
Alex Galakatos and
Tim Kraska and
Erfan Zamanian and
Stanley B. Zdonik },
tags = { rs,tx },
}
John Meehan and
Nesime Tatbul and
Stanley B. Zdonik and
Cansu Aslantas and
Ugur Cetintemel and
Jiang Du and
Tim Kraska and
Samuel Madden and
David Maier and
Andrew Pavlo and
Michael Stonebraker and
Kristin Tufte and
Hao Wang (2015). S-Store: Streaming Meets Transaction Processing. CoRR, abs/1503.01143. [Tags: Stream Processing, Transaction Processing] (link) (bib)
@techreport{DBLP:journals/corr/MeehanTZACDKMMP15,
tag = { stream,tx },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/corr/MeehanTZACDKMMP15 },
timestamp = { Thu, 09 Apr 2015 11:33:20 +0200 },
url = { http://arxiv.org/abs/1503.01143 },
year = { 2015 },
volume = { abs/1503.01143 },
journal = { CoRR },
title = { S-Store: Streaming Meets Transaction Processing },
author = { John Meehan and
Nesime Tatbul and
Stanley B. Zdonik and
Cansu Aslantas and
Ugur Cetintemel and
Jiang Du and
Tim Kraska and
Samuel Madden and
David Maier and
Andrew Pavlo and
Michael Stonebraker and
Kristin Tufte and
Hao Wang },
tags = { stream,tx },
}
Evan R. Sparks and
Ameet Talwalkar and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska (2015). TuPAQ: An Efficient Planner for Large-scale Predictive Analytic Queries. CoRR, abs/1502.00068. [Tags: Machine Learning] (link) (bib)
@techreport{DBLP:journals/corr/SparksTFJK15,
tag = { ml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/corr/SparksTFJK15 },
timestamp = { Mon, 02 Mar 2015 14:17:34 +0100 },
url = { http://arxiv.org/abs/1502.00068 },
year = { 2015 },
volume = { abs/1502.00068 },
journal = { CoRR },
title = { TuPAQ: An Efficient Planner for Large-scale Predictive Analytic Queries },
author = { Evan R. Sparks and
Ameet Talwalkar and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska },
tags = { ml },
}
Andrew Crotty and
Alex Galakatos and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska (2015). Vizdom: Interactive Analytics through Pen and Touch. [Tags: Interactive Data Science Systems] (pdf) (bib)
Aaron J. Elmore and
Jennie Duggan and
Mike Stonebraker and
Magdalena Balazinska and
Ugur Cetintemel and
Vijay Gadepally and
J. Heer and
Bill Howe and
Jeremy Kepner and
Tim Kraska and
Samuel Madden and
David Maier and
Timothy G. Mattson and
S. Papadopoulos and
J. Parkhurst and
Nesime Tatbul and
Manasi Vartak and
Stan Zdonik (2015). A Demonstration of the BigDAWG Polystore System. [Tags: Data Integration] (pdf) (bib)
@misc{DBLP:journals/pvldb/ElmoreDSBCGHHKK15,
tag = { di },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/pvldb/ElmoreDSBCGHHKK15 },
timestamp = { Fri, 14 Aug 2015 15:24:11 +0200 },
url = { http://www.vldb.org/pvldb/vol8/p1908-Elmore.pdf },
year = { 2015 },
pages = { 1908--1919 },
number = { 12 },
volume = { 8 },
journal = { PVLDB },
title = { A Demonstration of the BigDAWG Polystore System },
author = { Aaron J. Elmore and
Jennie Duggan and
Mike Stonebraker and
Magdalena Balazinska and
Ugur Cetintemel and
Vijay Gadepally and
J. Heer and
Bill Howe and
Jeremy Kepner and
Tim Kraska and
Samuel Madden and
David Maier and
Timothy G. Mattson and
S. Papadopoulos and
J. Parkhurst and
Nesime Tatbul and
Manasi Vartak and
Stan Zdonik },
tags = { di },
}
Andrew Crotty and
Alex Galakatos and
Tim Kraska (2014). Tupleware: Distributed Machine Learning on Small Clusters. IEEE Data Eng. Bull., 37(3), pp. 63–76. [Tags: Interactive Data Science Systems, Machine Learning, Rack-Scale Computing] (pdf) (bib)
Bill Howe and
Michael J. Franklin and
Juliana Freire and
James Frew and
Tim Kraska and
Raghu Ramakrishnan (2014). Should we all be teaching "intro to data science" instead of "intro
to databases"?. In International Conference on Management of Data, SIGMOD 2014, Snowbird,
UT, USA, June 22-27, 2014. [Tags: Interactive Data Science Systems, Machine Learning] (link) (bib)
@inproceedings{DBLP:conf/sigmod/HoweFFFKR14,
tag = { ide,ml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/sigmod/HoweFFFKR14 },
timestamp = { Sun, 22 Jun 2014 11:31:11 +0200 },
doi = { 10.1145/2588555.2600092 },
url = { http://doi.acm.org/10.1145/2588555.2600092 },
crossref = { DBLP:conf/sigmod/2014 },
year = { 2014 },
pages = { 917--918 },
booktitle = { International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014 },
title = { Should we all be teaching "intro to data science" instead of "intro
to databases"? },
author = { Bill Howe and
Michael J. Franklin and
Juliana Freire and
James Frew and
Tim Kraska and
Raghu Ramakrishnan },
tags = { ide,ml },
}
Jiannan Wang and
Sanjay Krishnan and
Michael J. Franklin and
Ken Goldberg and
Tim Kraska and
Tova Milo (2014). A sample-and-clean framework for fast and accurate query processing
on dirty data. In International Conference on Management of Data, SIGMOD 2014, Snowbird,
UT, USA, June 22-27, 2014. [Tags: Data Integration] (link) (bib)
@inproceedings{DBLP:conf/sigmod/WangKFGKM14,
tag = { di },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/sigmod/WangKFGKM14 },
timestamp = { Sun, 22 Jun 2014 11:31:11 +0200 },
doi = { 10.1145/2588555.2610505 },
url = { http://doi.acm.org/10.1145/2588555.2610505 },
crossref = { DBLP:conf/sigmod/2014 },
year = { 2014 },
pages = { 469--480 },
booktitle = { International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014 },
title = { A sample-and-clean framework for fast and accurate query processing
on dirty data },
author = { Jiannan Wang and
Sanjay Krishnan and
Michael J. Franklin and
Ken Goldberg and
Tim Kraska and
Tova Milo },
tags = { di },
}
Gene Pang and
Tim Kraska and
Michael J. Franklin and
Alan Fekete (2014). PLANET: making progress with commit processing in unpredictable
environments. In International Conference on Management of Data, SIGMOD 2014, Snowbird,
UT, USA, June 22-27, 2014. [Tags: Cloud Computing, Transaction Processing] (link) (bib)
@inproceedings{DBLP:conf/sigmod/PangKFF14,
tag = { cloud,tx },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/sigmod/PangKFF14 },
timestamp = { Sun, 22 Jun 2014 11:31:11 +0200 },
doi = { 10.1145/2588555.2588558 },
url = { http://doi.acm.org/10.1145/2588555.2588558 },
crossref = { DBLP:conf/sigmod/2014 },
year = { 2014 },
pages = { 3--14 },
booktitle = { International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014 },
title = { {PLANET:} making progress with commit processing in unpredictable
environments },
author = { Gene Pang and
Tim Kraska and
Michael J. Franklin and
Alan Fekete },
tags = { cloud,tx },
}
Jiannan Wang and
Guoliang Li and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng (2014). The Expected Optimal Labeling Order Problem for Crowdsourced Joins
and Entity Resolution. CoRR, abs/1409.7472. [Tags: Data Integration, Crowd Computing] (link) (bib)
@techreport{DBLP:journals/corr/WangLKFF14a,
tag = { di,crowd },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/corr/WangLKFF14a },
timestamp = { Wed, 01 Oct 2014 15:00:05 +0200 },
url = { http://arxiv.org/abs/1409.7472 },
year = { 2014 },
volume = { abs/1409.7472 },
journal = { CoRR },
title = { The Expected Optimal Labeling Order Problem for Crowdsourced Joins
and Entity Resolution },
author = { Jiannan Wang and
Guoliang Li and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng },
tags = { di,crowd },
}
Jiannan Wang and
Guoliang Li and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng (2014). Leveraging Transitive Relations for Crowdsourced Joins. CoRR, abs/1408.6916. [Tags: Data Integration, Crowd Computing] (link) (bib)
Andrew Crotty and
Alex Galakatos and
Kayhan Dursun and
Tim Kraska and
Ugur Cetintemel and
Stanley B. Zdonik (2014). Tupleware: Redefining Modern Analytics. CoRR, abs/1406.6667. [Tags: Machine Learning, Rack-Scale Computing] (link) (bib)
Ugur Cetintemel and
Jiang Du and
Tim Kraska and
Samuel Madden and
David Maier and
John Meehan and
Andrew Pavlo and
Michael Stonebraker and
Erik Sutherland and
Nesime Tatbul and
Kristin Tufte and
Hao Wang and
Stanley B. Zdonik (2014). S-Store: A Streaming NewSQL System for Big Velocity Applications. [Tags: Stream Processing, Transaction Processing] (pdf) (bib)
@misc{DBLP:journals/pvldb/CetintemelDKMMMPSSTTWZ14,
tag = { stream,tx },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/pvldb/CetintemelDKMMMPSSTTWZ14 },
timestamp = { Thu, 07 Aug 2014 13:57:10 +0200 },
url = { http://www.vldb.org/pvldb/vol7/p1633-cetintemel.pdf },
year = { 2014 },
pages = { 1633--1636 },
number = { 13 },
volume = { 7 },
journal = { PVLDB },
title = { S-Store: {A} Streaming NewSQL System for Big Velocity Applications },
author = { Ugur Cetintemel and
Jiang Du and
Tim Kraska and
Samuel Madden and
David Maier and
John Meehan and
Andrew Pavlo and
Michael Stonebraker and
Erik Sutherland and
Nesime Tatbul and
Kristin Tufte and
Hao Wang and
Stanley B. Zdonik },
tags = { stream,tx },
}
Elkhan Dadashov and
Ugur Cetintemel and
Tim Kraska (2014). Putting Analytics on the Spot: Or How to Lower the Cost for Analytics. [Tags: Cloud Computing] (link) (bib)
Jan Schaffner and
Tim Januschowski and
Megan Kercher and
Tim Kraska and
Hasso Plattner and
Michael J. Franklin and
Dean Jacobs (2013). RTP: robust tenant placement for elastic in-memory database clusters. In Proceedings of the ACM SIGMOD International Conference on Management
of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013. [Tags: Cloud Computing] (link) (bib)
@inproceedings{DBLP:conf/sigmod/SchaffnerJKKPFJ13,
tag = { cloud },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/sigmod/SchaffnerJKKPFJ13 },
timestamp = { Wed, 26 Jun 2013 09:37:17 +0200 },
doi = { 10.1145/2463676.2465302 },
url = { http://doi.acm.org/10.1145/2463676.2465302 },
crossref = { DBLP:conf/sigmod/2013 },
year = { 2013 },
pages = { 773--784 },
booktitle = { Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013 },
title = { {RTP:} robust tenant placement for elastic in-memory database clusters },
author = { Jan Schaffner and
Tim Januschowski and
Megan Kercher and
Tim Kraska and
Hasso Plattner and
Michael J. Franklin and
Dean Jacobs },
tags = { cloud },
}
Michael Armbrust and
Eric Liang and
Tim Kraska and
Armando Fox and
Michael J. Franklin and
David A. Patterson (2013). Generalized scale independence through incremental precomputation. In Proceedings of the ACM SIGMOD International Conference on Management
of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013. [Tags: Cloud Computing] (link) (bib)
@inproceedings{DBLP:conf/sigmod/ArmbrustLKFFP13,
tag = { cloud },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/sigmod/ArmbrustLKFFP13 },
timestamp = { Wed, 26 Jun 2013 09:37:17 +0200 },
doi = { 10.1145/2463676.2465333 },
url = { http://doi.acm.org/10.1145/2463676.2465333 },
crossref = { DBLP:conf/sigmod/2013 },
year = { 2013 },
pages = { 625--636 },
booktitle = { Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013 },
title = { Generalized scale independence through incremental precomputation },
author = { Michael Armbrust and
Eric Liang and
Tim Kraska and
Armando Fox and
Michael J. Franklin and
David A. Patterson },
tags = { cloud },
}
Jiannan Wang and
Guoliang Li and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng (2013). Leveraging transitive relations for crowdsourced joins. In Proceedings of the ACM SIGMOD International Conference on Management
of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013. [Tags: Crowd Computing] (link) (bib)
@inproceedings{DBLP:conf/sigmod/WangLKFF13,
tag = { crowd },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/sigmod/WangLKFF13 },
timestamp = { Wed, 26 Jun 2013 09:37:17 +0200 },
doi = { 10.1145/2463676.2465280 },
url = { http://doi.acm.org/10.1145/2463676.2465280 },
crossref = { DBLP:conf/sigmod/2013 },
year = { 2013 },
pages = { 229--240 },
booktitle = { Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013 },
title = { Leveraging transitive relations for crowdsourced joins },
author = { Jiannan Wang and
Guoliang Li and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng },
tags = { crowd },
}
Evan R. Sparks and
Ameet Talwalkar and
Virginia Smith and
Jey Kottalam and
Xinghao Pan and
Joseph E. Gonzalez and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska (2013). MLI: An API for Distributed Machine Learning. In 2013 IEEE 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013. [Tags: Machine Learning] (link) (bib)
@inproceedings{DBLP:conf/icdm/SparksTSKPGFJK13,
tag = { ml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/icdm/SparksTSKPGFJK13 },
timestamp = { Wed, 17 Sep 2014 19:35:16 +0200 },
doi = { 10.1109/ICDM.2013.158 },
url = { http://dx.doi.org/10.1109/ICDM.2013.158 },
crossref = { DBLP:conf/icdm/2013 },
year = { 2013 },
pages = { 1187--1192 },
booktitle = { 2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013 },
title = { {MLI:} An {API} for Distributed Machine Learning },
author = { Evan R. Sparks and
Ameet Talwalkar and
Virginia Smith and
Jey Kottalam and
Xinghao Pan and
Joseph E. Gonzalez and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska },
tags = { ml },
}
Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin and
Purnamrita Sarkar (2013). Crowdsourced enumeration queries. In 29th IEEE International Conference on Data Engineering, ICDE 2013,
Brisbane, Australia, April 8-12, 2013. [Tags: Crowd Computing] (link) (bib)
Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin (2013). A Framework for Adaptive Crowd Query Processing. In Human Computation and Crowdsourcing: Works in Progress and Demonstration
Abstracts, An Adjunct to the Proceedings of the First AAAI Conference
on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs,
CA, USA. [Tags: Crowd Computing] (link) (bib)
@inproceedings{DBLP:conf/hcomp/TrushkowskyKF13a,
tag = { crowd },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/hcomp/TrushkowskyKF13a },
timestamp = { Tue, 17 Dec 2013 21:46:20 +0100 },
url = { http://www.aaai.org/ocs/index.php/HCOMP/HCOMP13/paper/view/7549 },
crossref = { DBLP:conf/hcomp/2013w },
year = { 2013 },
booktitle = { Human Computation and Crowdsourcing: Works in Progress and Demonstration
Abstracts, An Adjunct to the Proceedings of the First {AAAI} Conference
on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs,
CA, {USA} },
title = { A Framework for Adaptive Crowd Query Processing },
author = { Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin },
tags = { crowd },
}
Sean Louis Goldberg and
Daisy Zhe Wang and
Tim Kraska (2013). CASTLE: Crowd-Assisted System for Text Labeling and Extraction. In Proceedings of the First AAAI Conference on Human Computation and
Crowdsourcing, HCOMP 2013, November 7-9, 2013, Palm Springs, CA,
USA. [Tags: Data Integration, Crowd Computing] (link) (bib)
@inproceedings{DBLP:conf/hcomp/GoldbergWK13,
tag = { di,crowd },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/hcomp/GoldbergWK13 },
timestamp = { Tue, 17 Dec 2013 21:42:30 +0100 },
url = { http://www.aaai.org/ocs/index.php/HCOMP/HCOMP13/paper/view/7543 },
crossref = { DBLP:conf/hcomp/2013 },
year = { 2013 },
booktitle = { Proceedings of the First {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2013, November 7-9, 2013, Palm Springs, CA,
{USA} },
title = { {CASTLE:} Crowd-Assisted System for Text Labeling and Extraction },
author = { Sean Louis Goldberg and
Daisy Zhe Wang and
Tim Kraska },
tags = { di,crowd },
}
Tim Kraska and
Gene Pang and
Michael J. Franklin and
Samuel Madden and
Alan Fekete (2013). MDCC: multi-data center consistency. In Eighth Eurosys Conference 2013, EuroSys '13, Prague, Czech Republic,
April 14-17, 2013. [Tags: Cloud Computing, Transaction Processing] (link) (bib)
Tim Kraska and
Ameet Talwalkar and
John C. Duchi and
Rean Griffith and
Michael J. Franklin and
Michael I. Jordan (2013). MLbase: A Distributed Machine-learning System. In CIDR 2013, Sixth Biennial Conference on Innovative Data Systems
Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings. [Tags: Machine Learning] (pdf) (bib)
@inproceedings{DBLP:conf/cidr/KraskaTDGFJ13,
tag = { ml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/cidr/KraskaTDGFJ13 },
timestamp = { Wed, 15 May 2013 20:47:29 +0200 },
url = { http://www.cidrdb.org/cidr2013/Papers/CIDR13_Paper118.pdf },
crossref = { DBLP:conf/cidr/2013 },
year = { 2013 },
booktitle = { {CIDR} 2013, Sixth Biennial Conference on Innovative Data Systems
Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings },
title = { MLbase: {A} Distributed Machine-learning System },
author = { Tim Kraska and
Ameet Talwalkar and
John C. Duchi and
Rean Griffith and
Michael J. Franklin and
Michael I. Jordan },
tags = { ml },
}
Gianluca Demartini and
Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin (2013). CrowdQ: Crowdsourced Query Understanding. In CIDR 2013, Sixth Biennial Conference on Innovative Data Systems
Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings. [Tags: Crowd Computing] (pdf) (bib)
Evan R. Sparks and
Ameet Talwalkar and
Virginia Smith and
Jey Kottalam and
Xinghao Pan and
Joseph E. Gonzalez and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska (2013). MLI: An API for Distributed Machine Learning. CoRR, abs/1310.5426. [Tags: Machine Learning] (link) (bib)
@techreport{DBLP:journals/corr/SparksTSKPGFJK13,
tag = { ml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/corr/SparksTSKPGFJK13 },
timestamp = { Mon, 04 Nov 2013 15:55:47 +0100 },
url = { http://arxiv.org/abs/1310.5426 },
year = { 2013 },
volume = { abs/1310.5426 },
journal = { CoRR },
title = { {MLI:} An {API} for Distributed Machine Learning },
author = { Evan R. Sparks and
Ameet Talwalkar and
Virginia Smith and
Jey Kottalam and
Xinghao Pan and
Joseph E. Gonzalez and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska },
tags = { ml },
}
Jiannan Wang and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng (2012). CrowdER: Crowdsourcing Entity Resolution. PVLDB, 5(11), pp. 1483–1494. [Tags: Crowd Computing] (pdf) (bib)
Simon Loesing and
Martin Hentschel and
Tim Kraska and
Donald Kossmann (2012). Stormy: an elastic and highly available streaming service in the cloud. In Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany,
March 30, 2012. [Tags: Cloud Computing] (link) (bib)
Jiannan Wang and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng (2012). CrowdER: Crowdsourcing Entity Resolution. CoRR, abs/1208.1927. [Tags: Crowd Computing, Data Integration] (link) (bib)
Tim Kraska and
Gene Pang and
Michael J. Franklin and
Samuel Madden (2012). MDCC: Multi-Data Center Consistency. CoRR, abs/1203.6049. [Tags: Transaction Processing, Cloud Computing] (link) (bib)
Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin and
Purnamrita Sarkar (2012). Getting It All from the Crowd. CoRR, abs/1202.2335. [Tags: Crowd Computing] (link) (bib)
Philippe Bonnet and
Stefan Manegold and
Matias Bj\orling and
Wei Cao and
Javier Gonzalez and
Joel A. Granados and
Nancy Hall and
Stratos Idreos and
Milena Ivanova and
Ryan Johnson and
David Koop and
Tim Kraska and
René M\"uller and
Dan Olteanu and
Paolo Papotti and
Christine Reilly and
Dimitris Tsirogiannis and
Cong Yu and
Juliana Freire and
Dennis Shasha (2011). Repeatability and workability evaluation of SIGMOD 2011. SIGMOD Record, 40(2), pp. 45–48. [Tags: Undefined] (link) (bib)
@article{DBLP:journals/sigmod/BonnetMBCGGHIIJKKMOPRTYFS11,
tag = { missing },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/sigmod/BonnetMBCGGHIIJKKMOPRTYFS11 },
timestamp = { Tue, 14 May 2013 19:43:07 +0200 },
doi = { 10.1145/2034863.2034873 },
url = { http://doi.acm.org/10.1145/2034863.2034873 },
year = { 2011 },
pages = { 45--48 },
number = { 2 },
volume = { 40 },
journal = { {SIGMOD} Record },
title = { Repeatability and workability evaluation of {SIGMOD} 2011 },
author = { Philippe Bonnet and
Stefan Manegold and
Matias Bj{\o}rling and
Wei Cao and
Javier Gonzalez and
Joel A. Granados and
Nancy Hall and
Stratos Idreos and
Milena Ivanova and
Ryan Johnson and
David Koop and
Tim Kraska and
Ren{\'{e}} M{\"{u}}ller and
Dan Olteanu and
Paolo Papotti and
Christine Reilly and
Dimitris Tsirogiannis and
Cong Yu and
Juliana Freire and
Dennis Shasha },
tags = { missing },
}
Michael Armbrust and
Kristal Curtis and
Tim Kraska and
Armando Fox and
Michael J. Franklin and
David A. Patterson (2011). PIQL: Success-Tolerant Query Processing in the Cloud. PVLDB, 5(3), pp. 181–192. [Tags: Cloud Computing] (pdf) (bib)
@article{DBLP:journals/pvldb/ArmbrustCKFFP11,
tag = { cloud },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/pvldb/ArmbrustCKFFP11 },
timestamp = { Wed, 30 Nov 2011 20:59:41 +0100 },
url = { http://www.vldb.org/pvldb/vol5/p181_michaelarmbrust_vldb2012.pdf },
year = { 2011 },
pages = { 181--192 },
number = { 3 },
volume = { 5 },
journal = { PVLDB },
title = { {PIQL:} Success-Tolerant Query Processing in the Cloud },
author = { Michael Armbrust and
Kristal Curtis and
Tim Kraska and
Armando Fox and
Michael J. Franklin and
David A. Patterson },
tags = { cloud },
}
AnHai Doan and
Michael J. Franklin and
Donald Kossmann and
Tim Kraska (2011). Crowdsourcing Applications and Platforms: A Data Management Perspective. PVLDB, 4(12), pp. 1508–1509. [Tags: Crowd Computing] (pdf) (bib)
Michael J. Franklin and
Donald Kossmann and
Tim Kraska and
Sukriti Ramesh and
Reynold Xin (2011). CrowdDB: answering queries with crowdsourcing. In Proceedings of the ACM SIGMOD International Conference on Management
of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011. [Tags: Crowd Computing] (link) (bib)
Michael Armbrust and
Kristal Curtis and
Tim Kraska and
Armando Fox and
Michael J. Franklin and
David A. Patterson (2011). PIQL: Success-Tolerant Query Processing in the Cloud. CoRR, abs/1111.7166. [Tags: Cloud Computing] (link) (bib)
@techreport{DBLP:journals/corr/abs-1111-7166,
tag = { cloud },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1111-7166 },
timestamp = { Mon, 05 Dec 2011 18:05:09 +0100 },
url = { http://arxiv.org/abs/1111.7166 },
year = { 2011 },
volume = { abs/1111.7166 },
journal = { CoRR },
title = { {PIQL:} Success-Tolerant Query Processing in the Cloud },
author = { Michael Armbrust and
Kristal Curtis and
Tim Kraska and
Armando Fox and
Michael J. Franklin and
David A. Patterson },
tags = { cloud },
}
Amber Feng and
Michael J. Franklin and
Donald Kossmann and
Tim Kraska and
Samuel Madden and
Sukriti Ramesh and
Andrew Wang and
Reynold Xin (2011). CrowdDB: Query Processing with the VLDB Crowd. [Tags: Crowd Computing] (pdf) (bib)
@misc{DBLP:journals/pvldb/FengFKKMRWX11,
tag = { crowd },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/pvldb/FengFKKMRWX11 },
timestamp = { Mon, 26 Mar 2012 13:50:02 +0200 },
url = { http://www.vldb.org/pvldb/vol4/p1387-feng.pdf },
year = { 2011 },
pages = { 1387--1390 },
number = { 12 },
volume = { 4 },
journal = { PVLDB },
title = { CrowdDB: Query Processing with the {VLDB} Crowd },
author = { Amber Feng and
Michael J. Franklin and
Donald Kossmann and
Tim Kraska and
Samuel Madden and
Sukriti Ramesh and
Andrew Wang and
Reynold Xin },
tags = { crowd },
}
Donald Kossmann and
Tim Kraska and
Simon Loesing and
Stephan Merkli and
Raman Mittal and
Flavio Pfaffhauser (2010). Cloudy: A Modular Cloud Storage System. PVLDB, 3(2), pp. 1533–1536. [Tags: Cloud Computing] (pdf) (bib)
Donald Kossmann and
Tim Kraska (2010). Data Management in the Cloud: Promises, State-of-the-art, and Open
Questions. Datenbank-Spektrum, 10(3), pp. 121–129. [Tags: Cloud Computing] (link) (bib)
Donald Kossmann and
Tim Kraska and
Simon Loesing (2010). An evaluation of alternative architectures for transaction processing
in the cloud. In Proceedings of the ACM SIGMOD International Conference on Management
of Data, SIGMOD 2010, Indianapolis, Indiana, USA, June 6-10, 2010. [Tags: Cloud Computing, Transaction Processing] (link) (bib)
@inproceedings{DBLP:conf/sigmod/KossmannKL10,
tag = { cloud,tx },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/sigmod/KossmannKL10 },
timestamp = { Mon, 07 Jun 2010 08:03:40 +0200 },
doi = { 10.1145/1807167.1807231 },
url = { http://doi.acm.org/10.1145/1807167.1807231 },
crossref = { DBLP:conf/sigmod/2010 },
year = { 2010 },
pages = { 579--590 },
booktitle = { Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010 },
title = { An evaluation of alternative architectures for transaction processing
in the cloud },
author = { Donald Kossmann and
Tim Kraska and
Simon Loesing },
tags = { cloud,tx },
}
Roger Bamford and
Vinayak R. Borkar and
Matthias Brantner and
Peter M. Fischer and
Daniela Florescu and
David A. Graf and
Donald Kossmann and
Tim Kraska and
Dan Muresan and
Sorin Nasoi and
Markos Zacharioudaki (2009). XQuery Reloaded. PVLDB, 2(2), pp. 1342–1353. [Tags: Semi-Structured Data] (pdf) (bib)
@article{DBLP:journals/pvldb/BamfordBBFFGKKMNZ09,
tag = { xml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/journals/pvldb/BamfordBBFFGKKMNZ09 },
timestamp = { Wed, 22 Jul 2015 16:37:36 +0200 },
url = { http://www.vldb.org/pvldb/2/vldb09-1078.pdf },
year = { 2009 },
pages = { 1342--1353 },
number = { 2 },
volume = { 2 },
journal = { PVLDB },
title = { XQuery Reloaded },
author = { Roger Bamford and
Vinayak R. Borkar and
Matthias Brantner and
Peter M. Fischer and
Daniela Florescu and
David A. Graf and
Donald Kossmann and
Tim Kraska and
Dan Muresan and
Sorin Nasoi and
Markos Zacharioudaki },
tags = { xml },
}
Tim Kraska and
Martin Hentschel and
Gustavo Alonso and
Donald Kossmann (2009). Consistency Rationing in the Cloud: Pay only when it matters. PVLDB, 2(1), pp. 253–264. [Tags: Cloud Computing, Transaction Processing] (pdf) (bib)
Ghislain Fourny and
Markus Pilman and
Daniela Florescu and
Donald Kossmann and
Tim Kraska and
Darin McBeath (2009). XQuery in the browser. In Proceedings of the 18th International Conference on World Wide Web,
WWW 2009, Madrid, Spain, April 20-24, 2009. [Tags: Semi-Structured Data] (link) (bib)
@inproceedings{DBLP:conf/www/FournyPFKKM09,
tag = { xml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/www/FournyPFKKM09 },
timestamp = { Tue, 05 May 2009 16:01:48 +0200 },
doi = { 10.1145/1526709.1526845 },
url = { http://doi.acm.org/10.1145/1526709.1526845 },
crossref = { DBLP:conf/www/2009 },
year = { 2009 },
pages = { 1011--1020 },
booktitle = { Proceedings of the 18th International Conference on World Wide Web,
{WWW} 2009, Madrid, Spain, April 20-24, 2009 },
title = { XQuery in the browser },
author = { Ghislain Fourny and
Markus Pilman and
Daniela Florescu and
Donald Kossmann and
Tim Kraska and
Darin McBeath },
tags = { xml },
}
Carsten Binnig and
Donald Kossmann and
Tim Kraska and
Simon Loesing (2009). How is the weather tomorrow?: towards a benchmark for the cloud. In Proceedings of the 2nd International Workshop on Testing Database
Systems, DBTest 2009, Providence, Rhode Island, USA, June 29, 2009. [Tags: Cloud Computing] (link) (bib)
@workshop{DBLP:conf/sigmod/BinnigKKL09,
tag = { cloud },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/sigmod/BinnigKKL09 },
timestamp = { Tue, 12 Feb 2013 12:25:58 +0100 },
doi = { 10.1145/1594156.1594168 },
url = { http://doi.acm.org/10.1145/1594156.1594168 },
crossref = { DBLP:conf/sigmod/2009dbtest },
year = { 2009 },
booktitle = { Proceedings of the 2nd International Workshop on Testing Database
Systems, DBTest 2009, Providence, Rhode Island, USA, June 29, 2009 },
title = { How is the weather tomorrow?: towards a benchmark for the cloud },
author = { Carsten Binnig and
Donald Kossmann and
Tim Kraska and
Simon Loesing },
tags = { cloud },
}
Ghislain Fourny and
Donald Kossmann and
Tim Kraska and
Markus Pilman and
Daniela Florescu (2008). XQuery in the browser. In Proceedings of the ACM SIGMOD International Conference on Management
of Data, SIGMOD 2008, Vancouver, BC, Canada, June 10-12, 2008. [Tags: Semi-Structured Data] (link) (bib)
@inproceedings{DBLP:conf/sigmod/FournyKKPF08,
tag = { xml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/sigmod/FournyKKPF08 },
timestamp = { Tue, 10 Jun 2008 07:38:05 +0200 },
doi = { 10.1145/1376616.1376769 },
url = { http://doi.acm.org/10.1145/1376616.1376769 },
crossref = { DBLP:conf/sigmod/2008 },
year = { 2008 },
pages = { 1337--1340 },
booktitle = { Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008 },
title = { XQuery in the browser },
author = { Ghislain Fourny and
Donald Kossmann and
Tim Kraska and
Markus Pilman and
Daniela Florescu },
tags = { xml },
}
Matthias Brantner and
Daniela Florescu and
David A. Graf and
Donald Kossmann and
Tim Kraska (2008). Building a database on S3. In Proceedings of the ACM SIGMOD International Conference on Management
of Data, SIGMOD 2008, Vancouver, BC, Canada, June 10-12, 2008. [Tags: Cloud Computing] (link) (bib)
Irina Botan and
Peter M. Fischer and
Daniela Florescu and
Donald Kossmann and
Tim Kraska and
Rokas Tamosevicius (2007). Extending XQuery with Window Functions. In Proceedings of the 33rd International Conference on Very Large Data
Bases, University of Vienna, Austria, September 23-27, 2007. [Tags: Semi-Structured Data, Stream Processing] (pdf) (bib)
@inproceedings{DBLP:conf/vldb/BotanFFKKT07,
tag = { xml,stream },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/vldb/BotanFFKKT07 },
timestamp = { Wed, 22 Jul 2015 16:37:33 +0200 },
url = { http://www.vldb.org/conf/2007/papers/research/p75-botan.pdf },
crossref = { DBLP:conf/vldb/2007 },
year = { 2007 },
pages = { 75--86 },
booktitle = { Proceedings of the 33rd International Conference on Very Large Data
Bases, University of Vienna, Austria, September 23-27, 2007 },
title = { Extending XQuery with Window Functions },
author = { Irina Botan and
Peter M. Fischer and
Daniela Florescu and
Donald Kossmann and
Tim Kraska and
Rokas Tamosevicius },
tags = { xml,stream },
}
Tim Kraska and
Uwe Röhm (2006). Genea: Schema-Aware Mapping of Ontologies into Relational Databases. In Proceedings of the 13th International Conference on Management of
Data, December 14-16, 2006, Delhi, India. [Tags: Semi-Structured Data] (pdf) (bib)
Joshua Wing Kei Ho and
Tristan Manwaring and
Seok-Hee Hong and
Uwe Röhm and
David Cho Yau Fung and
Kai Xu and
Tim Kraska and
David Hart (2006). PathBank: Web-Based Querying and Visualziation of an Integrated Biological
Pathway Database. In Third International Conference on Computer Graphics, Imaging and Visualization
(CGIV 2006), 26-28 July 2006, Sydney, Australia. [Tags: Semi-Structured Data] (link) (bib)
@inproceedings{DBLP:conf/IEEEcgiv/HoMHRFXKH06,
tag = { xml },
bibsource = { dblp computer science bibliography, http://dblp.org },
biburl = { http://dblp.uni-trier.de/rec/bib/conf/IEEEcgiv/HoMHRFXKH06 },
timestamp = { Tue, 22 Jul 2014 17:03:58 +0200 },
doi = { 10.1109/CGIV.2006.70 },
url = { http://dx.doi.org/10.1109/CGIV.2006.70 },
crossref = { DBLP:conf/IEEEcgiv/2006 },
year = { 2006 },
pages = { 84--89 },
booktitle = { Third International Conference on Computer Graphics, Imaging and Visualization
{(CGIV} 2006), 26-28 July 2006, Sydney, Australia },
title = { PathBank: Web-Based Querying and Visualziation of an Integrated Biological
Pathway Database },
author = { Joshua Wing Kei Ho and
Tristan Manwaring and
Seok{-}Hee Hong and
Uwe R{\"{o}}hm and
David Cho Yau Fung and
Kai Xu and
Tim Kraska and
David Hart },
tags = { xml },
}
@inproceedings{DBLP:journals/corr/abs-2005-03156,
author = {Jeremy Kepner and
Darren Engwirda and
Vijay Gadepally and
Chris Hill and
Tim Kraska and
Michael Jones and
Andreas Kipf and
Lauren Milechin and
Navin Vembar},
title = {Fast Mapping onto Census Blocks},
booktitle = {Proceedings of the IEEE High Performance Extreme Computing Conference (HPEC)},
year = {2020},
}
@article{sosdbvldb,
author = {Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann},
title = {Benchmarking Learned Indexes (Experiments & Analyses)},
journal = {Proc. {VLDB} Endow.},
year = {2020},
pages = {-},
volume = {-},
tag = {mlsys},
}
@article{tsunamivldb,
author = {Jialin Ding and
Vikram Nathan and
Mohammad Alizadeh and
Tim Kraska},
title = {Tsunami: {A} Learned Multi-dimensional Index for Correlated Data and
Skewed Workloads},
journal = {Proc. {VLDB} Endow.},
year = {2020},
tag = {mlsys},
pages = {-},
volume = {-},
}
@article{DBLP:journals/pvldb/ChepurkoMZFKK20,
author = {Nadiia Chepurko and
Ryan Marcus and
Emanuel Zgraggen and
Raul Castro Fernandez and
Tim Kraska and
David Karger},
title = {{ARDA:} Automatic Relational Data Augmentation for Machine Learning},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {9},
pages = {1373--1387},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p1373-chepurko.pdf},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ChepurkoMZFKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ml},
}
@workshop{DBLP:conf/edbt/AndrienkoADFFIK20,
author = {Gennady L. Andrienko and
Natalia V. Andrienko and
Steven Mark Drucker and
Jean{-}Daniel Fekete and
Danyel Fisher and
Stratos Idreos and
Tim Kraska and
Guoliang Li and
Kwan{-}Liu Ma and
Jock D. Mackinlay and
Antti Oulasvirta and
Tobias Schreck and
Heidrun Schumann and
Michael Stonebraker and
David Auber and
Nikos Bikakis and
Panos K. Chrysanthis and
George Papastefanatos and
Mohamed A. Sharaf},
editor = {Alexandra Poulovassilis and
David Auber and
Nikos Bikakis and
Panos K. Chrysanthis and
George Papastefanatos and
Mohamed A. Sharaf and
Nikos Pelekis and
Chiara Renso and
Yannis Theodoridis and
Karine Zeitouni and
Tania Cerquitelli and
Silvia Chiusano and
Genoveva Vargas{-}Solar and
Behrooz Omidvar{-}Tehrani and
Katharina Morik and
Jean{-}Michel Renders and
Donatella Firmani and
Letizia Tanca and
Davide Mottin and
Matteo Lissandrini and
Yannis Velegrakis},
title = {Big Data Visualization and Analytics: Future Research Challenges and
Emerging Applications},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2020 Joint Conference,
Copenhagen, Denmark, March 30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2578},
publisher = {CEUR-WS.org},
year = {2020},
url = {http://ceur-ws.org/Vol-2578/BigVis1.pdf},
timestamp = {Tue, 07 Apr 2020 09:18:49 +0200},
biburl = {https://dblp.org/rec/conf/edbt/AndrienkoADFFIK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@workshop{DBLP:conf/icde/NegiMMTKA20,
author = {Parimarjan Negi and
Ryan Marcus and
Hongzi Mao and
Nesime Tatbul and
Tim Kraska and
Mohammad Alizadeh},
title = {Cost-Guided Cardinality Estimation: Focus Where it Matters},
booktitle = {36th {IEEE} International Conference on Data Engineering Workshops,
{ICDE} Workshops 2020, Dallas, TX, USA, April 20-24, 2020},
pages = {154--157},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDEW49219.2020.00034},
doi = {10.1109/ICDEW49219.2020.00034},
timestamp = {Tue, 26 May 2020 16:09:38 +0200},
biburl = {https://dblp.org/rec/conf/icde/NegiMMTKA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@inproceedings{DBLP:conf/icde/CrottyGK20,
author = {Andrew Crotty and
Alex Galakatos and
Tim Kraska},
title = {Getting Swole: Generating Access-Aware Code with Predicate Pullups},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {1273--1284},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00114},
doi = {10.1109/ICDE48307.2020.00114},
timestamp = {Fri, 05 Jun 2020 17:54:38 +0200},
biburl = {https://dblp.org/rec/conf/icde/CrottyGK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {rs},
}
@inproceedings{DBLP:conf/mobisys/HeBBGJABCKM20,
author = {Songtao He and
Favyen Bastani and
Arjun Balasingam and
Karthik Gopalakrishnan and
Ziwen Jiang and
Mohammad Alizadeh and
Hari Balakrishnan and
Michael J. Cafarella and
Tim Kraska and
Sam Madden},
editor = {Eyal de Lara and
Iqbal Mohomed and
Jason Nieh and
Elizabeth M. Belding},
title = {BeeCluster: drone orchestration via predictive optimization},
booktitle = {MobiSys '20: The 18th Annual International Conference on Mobile Systems,
Applications, and Services, Toronto, Ontario, Canada, June 15-19,
2020},
pages = {299--311},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3386901.3388912},
doi = {10.1145/3386901.3388912},
timestamp = {Tue, 09 Jun 2020 18:55:05 +0200},
biburl = {https://dblp.org/rec/conf/mobisys/HeBBGJABCKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {video},
}
@workshop{DBLP:conf/pldi/CenMMGAK20,
author = {Lujing Cen and
Ryan Marcus and
Hongzi Mao and
Justin Gottschlich and
Mohammad Alizadeh and
Tim Kraska},
editor = {Koushik Sen and
Mayur Naik},
title = {Learned garbage collection},
booktitle = {Proceedings of the 4th {ACM} {SIGPLAN} International Workshop on Machine
Learning and Programming Languages, MAPL at PLDI 2020, London, UK, June
15, 2020},
pages = {38--44},
publisher = {{ACM}},
year = {2020},
tag = {mlsts},
}
@workshop{DBLP:conf/sigmod/KipfMRSKK020,
author = {Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann},
editor = {Rajesh Bordawekar and
Oded Shmueli and
Nesime Tatbul and
Tin Kam Ho},
title = {RadixSpline: a single-pass learned index},
booktitle = {Proceedings of the Third International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM at SIGMOD 2020, Portland,
Oregon, USA, June 19, 2020},
pages = {5:1--5:5},
publisher = {{ACM}},
year = {2020},
tag = {mlsys},
}
@inproceedings{DBLP:conf/sigmod/Jasny0KRB20,
author = {Matthias Jasny and
Tobias Ziegler and
Tim Kraska and
Uwe R{\"{o}}hm and
Carsten Binnig},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {{DB4ML} - An In-Memory Database Kernel with Machine Learning Support},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {159--173},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3380575},
doi = {10.1145/3318464.3380575},
timestamp = {Fri, 21 Aug 2020 17:36:54 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Jasny0KRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ml},
}
@inproceedings{DBLP:conf/sigmod/ZamanianSBK20,
author = {Erfan Zamanian and
Julian Shun and
Carsten Binnig and
Tim Kraska},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {Chiller: Contention-centric Transaction Execution and Data Partitioning
for Modern Networks},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {511--526},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389724},
doi = {10.1145/3318464.3389724},
timestamp = {Fri, 21 Aug 2020 17:36:54 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ZamanianSBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {rs,tx},
}
@inproceedings{DBLP:conf/sigmod/DingMYWDLZCGKLK20,
author = {Jialin Ding and
Umar Farooq Minhas and
Jia Yu and
Chi Wang and
Jaeyoung Do and
Yinan Li and
Hantian Zhang and
Badrish Chandramouli and
Johannes Gehrke and
Donald Kossmann and
David B. Lomet and
Tim Kraska},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {{ALEX:} An Updatable Adaptive Learned Index},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {969--984},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389711},
doi = {10.1145/3318464.3389711},
timestamp = {Fri, 21 Aug 2020 17:36:54 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/DingMYWDLZCGKLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@inproceedings{DBLP:conf/sigmod/NathanDAK20,
author = {Vikram Nathan and
Jialin Ding and
Mohammad Alizadeh and
Tim Kraska},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {Learning Multi-Dimensional Indexes},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {985--1000},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3380579},
doi = {10.1145/3318464.3380579},
timestamp = {Fri, 21 Aug 2020 17:36:54 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/NathanDAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@inproceedings{DBLP:conf/sigmod/KristoVCMK20,
author = {Ani Kristo and
Kapil Vaidya and
Ugur {\c{C}}etintemel and
Sanchit Misra and
Tim Kraska},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {The Case for a Learned Sorting Algorithm},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {1001--1016},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389752},
doi = {10.1145/3318464.3389752},
timestamp = {Fri, 21 Aug 2020 17:36:54 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/KristoVCMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@inproceedings{DBLP:conf/sigmod/EichmannZBK20,
author = {Philipp Eichmann and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {IDEBench: {A} Benchmark for Interactive Data Exploration},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {1555--1569},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3380574},
doi = {10.1145/3318464.3380574},
timestamp = {Fri, 21 Aug 2020 17:36:54 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/EichmannZBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ide},
}
@inproceedings{DBLP:conf/sigmod/BastaniHBGABCKM20,
author = {Favyen Bastani and
Songtao He and
Arjun Balasingam and
Karthik Gopalakrishnan and
Mohammad Alizadeh and
Hari Balakrishnan and
Michael J. Cafarella and
Tim Kraska and
Sam Madden},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {{MIRIS:} Fast Object Track Queries in Video},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {1907--1921},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389692},
doi = {10.1145/3318464.3389692},
timestamp = {Fri, 21 Aug 2020 17:36:54 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/BastaniHBGABCKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {video},
}
@jdemo{DBLP:conf/sigmod/MarcusZK20,
author = {Ryan Marcus and
Emily Zhang and
Tim Kraska},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {CDFShop: Exploring and Optimizing Learned Index Structures},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {2789--2792},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3384706},
doi = {10.1145/3318464.3384706},
timestamp = {Fri, 21 Aug 2020 17:36:54 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/MarcusZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-2003-09758,
author = {Nadiia Chepurko and
Ryan Marcus and
Emanuel Zgraggen and
Raul Castro Fernandez and
Tim Kraska and
David Karger},
title = {{ARDA:} Automatic Relational Data Augmentation for Machine Learning},
journal = {CoRR},
volume = {abs/2003.09758},
year = {2020},
url = {https://arxiv.org/abs/2003.09758},
archivePrefix = {arXiv},
eprint = {2003.09758},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09758.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ml},
}
@techreport{DBLP:journals/corr/abs-2003-11118,
author = {Fangke Ye and
Shengtian Zhou and
Anand Venkat and
Ryan Marcus and
Paul Petersen and
Jesmin Jahan Tithi and
Tim Mattson and
Tim Kraska and
Pradeep Dubey and
Vivek Sarkar and
Justin Gottschlich},
title = {Context-Aware Parse Trees},
journal = {CoRR},
volume = {abs/2003.11118},
year = {2020},
url = {https://arxiv.org/abs/2003.11118},
archivePrefix = {arXiv},
eprint = {2003.11118},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-2004-13301,
author = {Lujing Cen and
Ryan Marcus and
Hongzi Mao and
Justin Gottschlich and
Mohammad Alizadeh and
Tim Kraska},
title = {Learned Garbage Collection},
journal = {CoRR},
volume = {abs/2004.13301},
year = {2020},
url = {https://arxiv.org/abs/2004.13301},
archivePrefix = {arXiv},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-2004-03814,
author = {Ryan Marcus and
Parimarjan Negi and
Hongzi Mao and
Nesime Tatbul and
Mohammad Alizadeh and
Tim Kraska},
title = {Bao: Learning to Steer Query Optimizers},
journal = {CoRR},
volume = {abs/2004.03814},
year = {2020},
url = {https://arxiv.org/abs/2004.03814},
archivePrefix = {arXiv},
eprint = {2004.03814},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-2005-03156,
author = {Jeremy Kepner and
Darren Engwirda and
Vijay Gadepally and
Chris Hill and
Tim Kraska and
Michael Jones and
Andreas Kipf and
Lauren Milechin and
Navin Vembar},
title = {Fast Mapping onto Census Blocks},
journal = {CoRR},
volume = {abs/2005.03156},
year = {2020},
url = {https://arxiv.org/abs/2005.03156},
archivePrefix = {arXiv},
eprint = {2005.03156},
timestamp = {Sat, 09 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-03156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
}
@techreport{DBLP:journals/corr/abs-2005-09141,
author = {Oscar Moll and
Favyen Bastani and
Sam Madden and
Mike Stonebraker and
Vijay Gadepally and
Tim Kraska},
title = {ExSample: Efficient Searches on Video Repositories through Adaptive
Sampling},
journal = {CoRR},
volume = {abs/2005.09141},
year = {2020},
url = {https://arxiv.org/abs/2005.09141},
archivePrefix = {arXiv},
eprint = {2005.09141},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-09141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {video},
}
@techreport{DBLP:journals/corr/abs-2006-03176,
author = {Kapil Vaidya and
Eric Knorr and
Tim Kraska and
Michael Mitzenmacher},
title = {Partitioned Learned Bloom Filter},
journal = {CoRR},
volume = {abs/2006.03176},
year = {2020},
url = {https://arxiv.org/abs/2006.03176},
archivePrefix = {arXiv},
eprint = {2006.03176},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-2006-05265,
author = {Fangke Ye and
Shengtian Zhou and
Anand Venkat and
Ryan Marcus and
Nesime Tatbul and
Jesmin Jahan Tithi and
Paul Petersen and
Timothy G. Mattson and
Tim Kraska and
Pradeep Dubey and
Vivek Sarkar and
Justin Gottschlich},
title = {{MISIM:} An End-to-End Neural Code Similarity System},
journal = {CoRR},
volume = {abs/2006.05265},
year = {2020},
url = {https://arxiv.org/abs/2006.05265},
archivePrefix = {arXiv},
eprint = {2006.05265},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {video},
}
@techreport{DBLP:journals/corr/abs-2006-12804,
author = {Ryan Marcus and
Andreas Kipf and
Alexander van Renen and
Mihail Stoian and
Sanchit Misra and
Alfons Kemper and
Thomas Neumann and
Tim Kraska},
title = {Benchmarking Learned Indexes},
journal = {CoRR},
volume = {abs/2006.12804},
year = {2020},
url = {https://arxiv.org/abs/2006.12804},
archivePrefix = {arXiv},
eprint = {2006.12804},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-2006-13282,
author = {Jialin Ding and
Vikram Nathan and
Mohammad Alizadeh and
Tim Kraska},
title = {Tsunami: {A} Learned Multi-dimensional Index for Correlated Data and
Skewed Workloads},
journal = {CoRR},
volume = {abs/2006.13282},
year = {2020},
url = {https://arxiv.org/abs/2006.13282},
archivePrefix = {arXiv},
eprint = {2006.13282},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-2007-11112,
author = {Michael J. Cafarella and
David J. DeWitt and
Vijay Gadepally and
Jeremy Kepner and
Christos Kozyrakis and
Tim Kraska and
Michael Stonebraker and
Matei Zaharia},
title = {{DBOS:} {A} Proposal for a Data-Centric Operating System},
journal = {CoRR},
volume = {abs/2007.11112},
year = {2020},
url = {https://arxiv.org/abs/2007.11112},
archivePrefix = {arXiv},
eprint = {2007.11112},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-11112.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
}
@techreport{DBLP:journals/corr/abs-1912-01668,
author = {Vikram Nathan and
Jialin Ding and
Mohammad Alizadeh and
Tim Kraska},
title = {Learning Multi-dimensional Indexes},
journal = {CoRR},
volume = {abs/1912.01668},
year = {2019},
url = {http://arxiv.org/abs/1912.01668},
archivePrefix = {arXiv},
eprint = {1912.01668},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-1911-13014,
author = {Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann},
title = {{SOSD:} {A} Benchmark for Learned Indexes},
journal = {CoRR},
volume = {abs/1911.13014},
year = {2019},
url = {http://arxiv.org/abs/1911.13014},
archivePrefix = {arXiv},
eprint = {1911.13014},
timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-13014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-1910-04728,
author = {Darryl Ho and
Jialin Ding and
Sanchit Misra and
Nesime Tatbul and
Vikram Nathan and
Vasimuddin Md and
Tim Kraska},
title = {{LISA:} Towards Learned {DNA} Sequence Search},
journal = {CoRR},
volume = {abs/1910.04728},
year = {2019},
url = {http://arxiv.org/abs/1910.04728},
archivePrefix = {arXiv},
eprint = {1910.04728},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-1904-03257,
author = {Alexander Ratner and
others},
title = {SysML: The New Frontier of Machine Learning Systems},
journal = {CoRR},
volume = {abs/1904.03257},
year = {2019},
url = {http://arxiv.org/abs/1904.03257},
archivePrefix = {arXiv},
eprint = {1904.03257},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@workshop{DBLP:conf/vldb/KraskaSBSW19,
author = {Tim Kraska and
Michael Stonebraker and
Michael L. Brodie and
Sacha Servan{-}Schreiber and
Daniel J. Weitzner},
editor = {Vijay Gadepally and
Timothy G. Mattson and
Michael Stonebraker and
Fusheng Wang and
Gang Luo and
Yanhui Laing and
Alevtina Dubovitskaya},
title = {SchengenDB: {A} Data Protection Database Proposal},
booktitle = {Heterogeneous Data Management, Polystores, and Analytics for Healthcare
- {VLDB} 2019 Workshops, Poly and DMAH, Los Angeles, CA, USA, August
30, 2019, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11721},
pages = {24--38},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33752-0\_2},
doi = {10.1007/978-3-030-33752-0\_2},
timestamp = {Mon, 28 Oct 2019 17:21:25 +0100},
biburl = {https://dblp.org/rec/conf/vldb/KraskaSBSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/IdreosK19,
author = {Stratos Idreos and
Tim Kraska},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive
Systems},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {2054--2059},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3314034},
doi = {10.1145/3299869.3314034},
timestamp = {Sat, 22 Jun 2019 17:10:04 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/IdreosK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@inproceedings{DBLP:conf/kdd/HulsebosHBZSKDH19,
author = {Madelon Hulsebos and
Kevin Zeng Hu and
Michiel A. Bakker and
Emanuel Zgraggen and
Arvind Satyanarayan and
Tim Kraska and
{\c{C}}agatay Demiralp and
C{\'{e}}sar A. Hidalgo},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Sherlock: {A} Deep Learning Approach to Semantic Data Type Detection},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1500--1508},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330993},
doi = {10.1145/3292500.3330993},
timestamp = {Sun, 28 Jul 2019 15:40:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HulsebosHBZSKDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {di},
}
@inproceedings{DBLP:conf/dsaa/StefaniSUK19,
author = {Lorenzo De Stefani and
Leonhard F. Spiegelberg and
Eli Upfal and
Tim Kraska},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {VizCertify: {A} Framework for Secure Visual Data Exploration},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {241--251},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00039},
doi = {10.1109/DSAA.2019.00039},
timestamp = {Thu, 06 Feb 2020 15:53:51 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/StefaniSUK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ide},
}
@article{DBLP:journals/sigmod/AbadiAABBBBCCDD19,
author = {Daniel Abadi and
Anastasia Ailamaki and
David Andersen and
Peter Bailis and
Magdalena Balazinska and
Philip A. Bernstein and
Peter A. Boncz and
Surajit Chaudhuri and
Alvin Cheung and
AnHai Doan and
Luna Dong and
Michael J. Franklin and
Juliana Freire and
Alon Y. Halevy and
Joseph M. Hellerstein and
Stratos Idreos and
Donald Kossmann and
Tim Kraska and
Sailesh Krishnamurthy and
Volker Markl and
Sergey Melnik and
Tova Milo and
C. Mohan and
Thomas Neumann and
Beng Chin Ooi and
Fatma Ozcan and
Jignesh Patel and
Andrew Pavlo and
Raluca A. Popa and
Raghu Ramakrishnan and
Christopher R{\'{e}} and
Michael Stonebraker and
Dan Suciu},
title = {The Seattle Report on Database Research},
journal = {{SIGMOD} Rec.},
volume = {48},
number = {4},
pages = {44--53},
year = {2019},
url = {https://doi.org/10.1145/3385658.3385668},
doi = {10.1145/3385658.3385668},
timestamp = {Sat, 28 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/AbadiAABBBBCCDD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/AilamakiCDK19,
author = {Anastasia Ailamaki and
Periklis Chrysogelos and
Amol Deshpande and
Tim Kraska},
title = {The {SIGMOD} 2019 Research Track Reviewing System},
journal = {{SIGMOD} Rec.},
volume = {48},
number = {2},
pages = {47--54},
year = {2019},
url = {https://doi.org/10.1145/3377330.3377340},
}
@jdemo{DBLP:journals/pvldb/SpiegelbergK19,
author = {Leonhard F. Spiegelberg and
Tim Kraska},
title = {Tuplex: Robust, Efficient Analytics When Python Rules},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {12},
pages = {1958--1961},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p1958-spiegelberg.pdf},
doi = {10.14778/3352063.3352109},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/SpiegelbergK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {rs,di},
}
@article{DBLP:journals/pvldb/TanGPYSDSAK19,
author = {Junjay Tan and
Thanaa Ghanem and
Matthew Perron and
Xiangyao Yu and
Michael Stonebraker and
David J. DeWitt and
Marco Serafini and
Ashraf Aboulnaga and
Tim Kraska},
title = {Choosing {A} Cloud {DBMS:} Architectures and Tradeoffs},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {12},
pages = {2170--2182},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p2170-tan.pdf},
doi = {10.14778/3352063.3352133},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/TanGPYSDSAK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {cloud},
}
@inproceedings{park,
author = {Hongzi Mao and
Parimarjan Negi and
Akshay Narayan and
Hanrui Wang and
Jiacheng Yang and
Haonan Wang and
Ryan Marcus and
Ravichandra Addanki and
Mehrdad Khani Shirkoohi and
Songtao He and
Vikram Nathan and
Frank Cangialosi and
Shaileshh Venkatakrishnan and
Wei-Hung Weng and
Song Han and
Tim Kraska and
Dr.Mohammad Alizadeh},
title = {Park: An Open Platform for Learning-Augmented Computer Systems},
booktitle = {Conference on Neural Information Processing Systems (NeurIPS)},
year = {2019},
tag = {mlsys},
}
@workshop{alpine,
author = { Zeyuan Shang and
Emanuel Zgraggen and
Tim Kraska},
title = {Alpine Meadow: A System for Interactive AutoML},
booktitle = {MLSys: Workshop on Systems for ML},
year = {2019},
tag = {mlsys},
}
@workshop{lisa,
author = { Darryl Ho and
Jialin Ding and
Sanchit Misra and
Nesime Tatbul and
Vikram Nathan and
Vasimuddin Md and
Tim Kraska},
title = {LISA: Towards Learned DNA Sequence Search},
booktitle = {MLSys: Workshop on Systems for ML},
year = {2019},
tag = {mlsys},
}
@workshop{Niseko,
author = { Zeyuan Shang and
Emanuel Zgraggen and
Philipp Eichmann and
Tim Kraska},
title = {Niseko: a Large-Scale Meta-Learning Dataset},
booktitle = {NeurIPS 2019 Workshop on Meta-Learning},
year = {2019},
tag = {mlsys},
}
@workshop{learnedmultiindex,
author = { Vikram Nathan and
Jialin Ding and
Mohammad Alizadeh and
Tim Kraska},
title = {Learned Multi-dimensional Indexing},
booktitle = {NeurIPS 2019 Workshop on Machine Learning for Systems},
year = {2019},
tag = {mlsys},
}
@workshop{learnedbench,
author = { Andreas Kipf and
Ryan Marcus and
Alexander van Renen and
Mihail Stoian and
Alfons Kemper and
Tim Kraska and
Thomas Neumann},
title = {Learning to Search},
booktitle = {NeurIPS 2019 Workshop on Machine Learning for Systems},
year = {2019},
tag = {mlsys},
}
@workshop{learnedsortsosp,
author = { Ani Kristo and
Kapil Vaidya and
Ugur Cetintemel and
Tim Kraska},
title = {The Case for a Learned Sorting Algorithm},
booktitle = {AI Systems Workshop at SOSP 2019},
year = {2019},
tag = {mlsys},
}
@workshop{gdpr,
author = {Tim Kraska and
Michael Stonebraker and
Michael Brodie and
Sacha Servan-Schreiber and
Daniel J. Weitzner},
title = {DATUMDB: A Data Protection Database Proposal},
booktitle = {Poly'19 co-located at VLDB 2019},
year = {2019},
tag = {di},
}
@article{neo,
author = {Ryan C. Marcus and
Parimarjan Negi and
Hongzi Mao and
Chi Zhang and
Mohammad Alizadeh and
Tim Kraska and
Olga Papaemmanouil and
Nesime Tatbul},
title = {Neo: {A} Learned Query Optimizer},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {11},
pages = {1705--1718},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p1705-marcus.pdf},
tag = {mlsys},
}
@article{rdmaha,
author = {Erfan Zamanian and
Xiangyao Yu and
Michael Stonebraker and
Tim Kraska},
title = {Rethinking Database High Availability with {RDMA} Networks},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {11},
pages = {1637--1650},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p1637-zamanian.pdf},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {rs},
}
@inproceedings{DBLP:conf/sigmod/IdreosK19,
author = {Stratos Idreos and
Tim Kraska},
title = {From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive
Systems (Tutorial)},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019.},
pages = {2054--2059},
year = {2019},
url = {http://people.csail.mit.edu/kraska/pub/sigmod19tutorialpart2.pdf},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-1904-03257,
author = {Alexander Ratner and
others},
title = {SysML: The New Frontier of Machine Learning Systems},
journal = {CoRR},
volume = {abs/1904.03257},
year = {2019},
tag = {mlsys,ml},
}
@techreport{DBLP:journals/corr/abs-1904-03711,
author = {Ryan Marcus and
Parimarjan Negi and
Hongzi Mao and
Chi Zhang and
Mohammad Alizadeh and
Tim Kraska and
Olga Papaemmanouil and
Nesime Tatbul},
title = {Neo: {A} Learned Query Optimizer},
journal = {CoRR},
volume = {abs/1904.03711},
year = {2019},
url = {http://arxiv.org/abs/1904.03711},
tag = {mlsys,ml},
}
@techreport{DBLP:journals/corr/abs-1905-10688,
author = {Madelon Hulsebos and
Kevin Zeng Hu and
Michiel A. Bakker and
Emanuel Zgraggen and
Arvind Satyanarayan and
Tim Kraska and
{\c{C}}agatay Demiralp and
C{\'{e}}sar A. Hidalgo},
title = {Sherlock: {A} Deep Learning Approach to Semantic Data Type Detection},
journal = {CoRR},
volume = {abs/1905.10688},
year = {2019},
url = {http://arxiv.org/abs/1905.10688},
tag = {viz,ml},
}
@inproceedings{alpinemeadow,
author = {Zeyuan Shang and Emanuel Zgraggen and Benedetto Buratti and Ferdinand Kossmann and Yeounoh Chung and Philipp Eichmann and Carsten Binnig and Eli Upfal and Tim Kraska},
title = {Democratizing Data Science through Interactive Curation of ML Pipelines},
booktitle = {Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)},
year = {2019},
tag = {ml},
}
@inproceedings{fittingtree,
author = {Alex Galakatos and Michael Markovitch and Carsten Binnig and Rodrigo Fonseca and Tim Kraska},
title = {FITing-Tree: A Data-aware Index Structure},
booktitle = {Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)},
year = {2019},
tag = {mlsys},
}
@techreport{DBLP:journals/corr/abs-1901-10875,
author = {Sacha Servan{-}Schreiber and
Olga Ohrimenko and
Tim Kraska and
Emanuel Zgraggen},
title = {Custodes: Auditable Hypothesis Testing},
journal = {CoRR},
volume = {abs/1901.10875},
year = {2019},
url = {http://arxiv.org/abs/1901.10875},
archivePrefix = {arXiv},
eprint = {1901.10875},
timestamp = {Sun, 03 Feb 2019 14:23:05 +0100},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1901-10875},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ide},
}
@inproceedings{slicefinder,
author = {Yeounoh Chung and Tim Kraska and Neoklis Polyzotis and Steven Euijong Whang},
title = {Slice Finder: Automated Data Slicing for Model Validation},
booktitle = {Proceedings of the IEEE International Conference on Data Engineering (ICDE)},
year = {2019},
tag = {ml},
}
@inproceedings{reopt,
author = {Matthew Perron and Zeyuan Shang and Tim Kraska and Michael Stonebraker: },
title = {How I Learned to Stop Worrying and Love Re-optimization},
booktitle = {Proceedings of the IEEE International Conference on Data Engineering (ICDE)},
year = {2019},
tag = {rs},
}
@techreport{DBLP:journals/corr/abs-1902-08291,
author = {Matthew Perron and
Zeyuan Shang and
Tim Kraska and
Michael Stonebraker},
title = {How {I} Learned to Stop Worrying and Love Re-optimization},
journal = {CoRR},
volume = {abs/1902.08291},
year = {2019},
url = {http://arxiv.org/abs/1902.08291},
tag = {rs},
}
@inproceedings{rdmadistr,
author = {Tobias Ziegler and Sumukha Tumkur Vani and Carsten Binnig and Rodrigo Fonseca and Tim Kraska },
title = {Designing Distributed Tree-based Index Structures for fast RDMA-capable Networks},
booktitle = {Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD)},
year = {2019},
tag = {rs},
}
@inproceedings{vizml,
author = {Kevin Z. Hu and Michiel A. Bakker and Stephen Li and Tim Kraska and Caesar A. Hidalgo },
title = {VizML: A Machine Learning Approach to Visualization Recommendation },
booktitle = {ACM Conference on Human Factors in Computing Systems (CHI)},
year = {2019},
tag = {ide,ml},
}
@inproceedings{viznet,
author = {Kevin Hu and Neil Gaikwad and Michiel Bakker and Madelon Hulsebos and Emanual Zgraggen and Cesar Hidalgo and Tim Kraska and G. Li, Arvind Satyanarayan and Cagatay Demiralp },
title = {VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository },
booktitle = {ACM Conference on Human Factors in Computing Systems (CHI)},
year = {2019},
tag = {ide},
}
@inproceedings{DBLP:conf/cidr/KraskaABCKLMMN19,
author = {Tim Kraska and
Mohammad Alizadeh and
Alex Beutel and
Ed H. Chi and
Ani Kristo and
Guillaume Leclerc and
Samuel Madden and
Hongzi Mao and
Vikram Nathan},
title = {SageDB: {A} Learned Database System},
booktitle = {{CIDR} 2019, 9th Biennial Conference on Innovative Data Systems Research,
Asilomar, CA, USA, January 13-16, 2019, Online Proceedings},
year = {2019},
url = {http://cidrdb.org/cidr2019/papers/p117-kraska-cidr19.pdf},
timestamp = {Thu, 17 Jan 2019 16:08:33 +0100},
biburl = {https://dblp.org/rec/bib/conf/cidr/KraskaABCKLMMN19},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@article{DBLP:journals/debu/ChungSZK18,
author = {Yeounoh Chung and
Sacha Servan{-}Schreiber and
Emanuel Zgraggen and
Tim Kraska},
title = {Towards Quantifying Uncertainty in Data Analysis {\&} Exploration},
journal = {{IEEE} Data Eng. Bull.},
volume = {41},
number = {3},
pages = {15--27},
year = {2018},
tag = {di},
}
@article{DBLP:journals/pvldb/Kraska18,
author = {Tim Kraska},
title = {Northstar: An Interactive Data Science System},
journal = {{PVLDB}},
volume = {11},
number = {12},
pages = {2150--2164},
year = {2018},
tag = {ide},
}
@article{DBLP:journals/tods/ChungMBK18,
author = {Yeounoh Chung and
Michael Lind Mortensen and
Carsten Binnig and
Tim Kraska},
title = {Estimating the Impact of Unknown Unknowns on Aggregate Query Results},
journal = {{ACM} Trans. Database Syst.},
volume = {43},
number = {1},
pages = {3:1--3:37},
year = {2018},
tag = {ide},
}
@inproceedings{DBLP:conf/chi/ZgraggenZZK18,
author = {Emanuel Zgraggen and
Zheguang Zhao and
Robert C. Zeleznik and
Tim Kraska},
title = {Investigating the Effect of the Multiple Comparisons Problem in Visual
Analysis},
booktitle = {Proceedings of the 2018 {CHI} Conference on Human Factors in Computing
Systems CHI 2018, Montreal, QC, Canada, April 21-26, 2018},
pages = {479},
year = {2018},
tag = {di},
}
@workshop{DBLP:conf/sigmod/BinnigBCCKSUZZ18,
author = {Carsten Binnig and
Benedetto Buratti and
Yeounoh Chung and
Cyrus Cousins and
Tim Kraska and
Zeyuan Shang and
Eli Upfal and
Robert C. Zeleznik and
Emanuel Zgraggen},
title = {Towards Interactive Curation and Automatic Tuning of ML Pipelines},
booktitle = {Proceedings of the Second Workshop on Data Management for End-To-End
Machine Learning, DEEM at SIGMOD 2018, Houston, TX, USA, June 15, 2018},
pages = {1:1--1:4},
year = {2018},
tag = {ide,ml},
}
@inproceedings{DBLP:conf/sigmod/KraskaBCDP18,
author = {Tim Kraska and
Alex Beutel and
Ed H. Chi and
Jeffrey Dean and
Neoklis Polyzotis},
title = {The Case for Learned Index Structures},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {489--504},
year = {2018},
url = {https://doi.org/10.1145/3183713.3196909},
doi = {10.1145/3183713.3196909},
timestamp = {Wed, 21 Nov 2018 12:44:08 +0100},
biburl = {https://dblp.org/rec/bib/conf/sigmod/KraskaBCDP18},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {mlsys},
}
@inproceedings{DBLP:conf/ppopp/WangYZWLSXK18,
author = {Linnan Wang and
Jinmian Ye and
Yiyang Zhao and
Wei Wu and
Ang Li and
Shuaiwen Leon Song and
Zenglin Xu and
Tim Kraska},
title = {Superneurons: dynamic {GPU} memory management for training deep neural
networks},
booktitle = {Proceedings of the 23rd {ACM} {SIGPLAN} Symposium on Principles and
Practice of Parallel Programming, PPoPP 2018, Vienna, Austria, February
24-28, 2018},
pages = {41--53},
year = {2018},
tag = {ml},
}
@techreport{DBLP:journals/corr/abs-1807-06068,
author = {Yeounoh Chung and
Tim Kraska and
Neoklis Polyzotis and
Steven Euijong Whang},
title = {Slice Finder: Automated Data Slicing for Model Validation},
journal = {CoRR},
volume = {abs/1807.06068},
year = {2018},
url = {http://arxiv.org/abs/1807.06068},
archivePrefix = {arXiv},
eprint = {1807.06068},
timestamp = {Mon, 13 Aug 2018 16:46:39 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1807-06068},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ide,ml},
}
@techreport{DBLP:journals/corr/abs-1808-04819,
author = {Kevin Zeng Hu and
Michiel A. Bakker and
Stephen Li and
Tim Kraska and
C{\'{e}}sar A. Hidalgo},
title = {VizML: {A} Machine Learning Approach to Visualization Recommendation},
journal = {CoRR},
volume = {abs/1808.04819},
year = {2018},
url = {http://arxiv.org/abs/1808.04819},
archivePrefix = {arXiv},
eprint = {1808.04819},
timestamp = {Sun, 02 Sep 2018 15:01:54 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1808-04819},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ide},
}
@techreport{DBLP:journals/corr/abs-1804-02593,
author = {Philipp Eichmann and
Carsten Binnig and
Tim Kraska and
Emanuel Zgraggen},
title = {IDEBench: {A} Benchmark for Interactive Data Exploration},
journal = {CoRR},
volume = {abs/1804.02593},
year = {2018},
url = {http://arxiv.org/abs/1804.02593},
archivePrefix = {arXiv},
eprint = {1804.02593},
timestamp = {Mon, 13 Aug 2018 16:47:41 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1804-02593},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ide},
}
@techreport{DBLP:journals/corr/abs-1806-03723,
author = {Guillaume Leclerc and
Manasi Vartak and
Raul Castro Fernandez and
Tim Kraska and
Samuel Madden},
title = {Smallify: Learning Network Size while Training},
journal = {CoRR},
volume = {abs/1806.03723},
year = {2018},
url = {http://arxiv.org/abs/1806.03723},
archivePrefix = {arXiv},
eprint = {1806.03723},
timestamp = {Mon, 13 Aug 2018 16:48:46 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1806-03723},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ml},
}
@techreport{DBLP:journals/corr/abs-1808-08294,
author = {Yeounoh Chung and
Peter J. Haas and
Eli Upfal and
Tim Kraska},
title = {Unknown Examples {\&} Machine Learning Model Generalization},
journal = {CoRR},
volume = {abs/1808.08294},
year = {2018},
url = {http://arxiv.org/abs/1808.08294},
archivePrefix = {arXiv},
eprint = {1808.08294},
timestamp = {Sun, 02 Sep 2018 15:01:54 +0200},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1808-08294},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ml},
}
@techreport{DBLP:journals/corr/abs-1801-10207,
author = {Alex Galakatos and
Michael Markovitch and
Carsten Binnig and
Rodrigo Fonseca and
Tim Kraska},
title = {A-Tree: {A} Bounded Approximate Index Structure},
journal = {CoRR},
volume = {abs/1801.10207},
year = {2018},
url = {http://arxiv.org/abs/1801.10207},
archivePrefix = {arXiv},
tag = {ide,ml},
}
@techreport{DBLP:journals/corr/abs-1811-00602,
author = {Lorenzo De Stefani and
Leonhard F. Spiegelberg and
Tim Kraska and
Eli Upfal},
title = {VizRec: {A} framework for secure data exploration via visual representation},
journal = {CoRR},
volume = {abs/1811.00602},
year = {2018},
url = {http://arxiv.org/abs/1811.00602},
archivePrefix = {arXiv},
eprint = {1811.00602},
timestamp = {Thu, 22 Nov 2018 17:58:30 +0100},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1811-00602},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {ide,ml},
}
@techreport{DBLP:journals/corr/abs-1811-12204,
author = {Erfan Zamanian and
Julian Shun and
Carsten Binnig and
Tim Kraska},
title = {Chiller: Contention-centric Transaction Execution and Data Partitioning
for Fast Networks},
journal = {CoRR},
volume = {abs/1811.12204},
year = {2018},
url = {http://arxiv.org/abs/1811.12204},
archivePrefix = {arXiv},
eprint = {1811.12204},
timestamp = {Fri, 30 Nov 2018 12:44:28 +0100},
biburl = {https://dblp.org/rec/bib/journals/corr/abs-1811-12204},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {rs,tx},
}
@techreport{DBLP:journals/corr/abs-1801-04380,
author = {Linnan Wang and
Jinmian Ye and
Yiyang Zhao and
Wei Wu and
Ang Li and
Shuaiwen Leon Song and
Zenglin Xu and
Tim Kraska},
title = {SuperNeurons: Dynamic {GPU} Memory Management for Training Deep Neural
Networks},
journal = {CoRR},
volume = {abs/1801.04380},
year = {2018},
url = {http://arxiv.org/abs/1801.04380},
tag = {ml},
}
@article{DBLP:journals/debu/Kraska17,
author = {Tim Kraska},
title = {Letter from the Special Issue Editor},
journal = {{IEEE} Data Eng. Bull.},
volume = {40},
number = {1},
pages = {2},
year = {2017},
tag = {tx}
}
@article{DBLP:journals/debu/Kraska17a,
author = {Tim Kraska},
title = {Letter from the Special Issue Editor},
journal = {{IEEE} Data Eng. Bull.},
volume = {40},
number = {4},
pages = {2},
year = {2017},
url = {http://sites.computer.org/debull/A17dec/p2.pdf},
timestamp = {Fri, 22 Dec 2017 11:08:23 +0100},
biburl = {https://dblp.org/rec/bib/journals/debu/Kraska17a},
bibsource = {dblp computer science bibliography, https://dblp.org},
tag = {tx}
}
@article{DBLP:journals/debu/SalamaBKSZ17,
author = {Abdallah Salama and
Carsten Binnig and
Tim Kraska and
Ansgar Scherp and
Tobias Ziegler},
title = {Rethinking Distributed Query Execution on High-Speed Networks},
journal = {{IEEE} Data Eng. Bull.},
volume = {40},
number = {1},
pages = {27--37},
year = {2017},
tag = {rs}
}
@article{DBLP:journals/pvldb/ZamanianBKH17,
author = {Erfan Zamanian and
Carsten Binnig and
Tim Kraska and
Tim Harris},
title = {The End of a Myth: Distributed Transaction Can Scale},
journal = {{PVLDB}},
volume = {10},
number = {6},
pages = {685--696},
year = {2017},
tag = {tx,rs}
}
@article{DBLP:journals/pvldb/ChungKK17,
author = {Yeounoh Chung and
Sanjay Krishnan and
Tim Kraska},
title = {A Data Quality Metric {(DQM):} How to Estimate the Number of Undetected
Errors in Data Sets},
journal = {{PVLDB}},
volume = {10},
number = {10},
pages = {1094--1105},
year = {2017},
tag = {di,crowd}
}
@article{DBLP:journals/pvldb/GalakatosCZBK17,
author = {Alex Galakatos and
Andrew Crotty and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska},
title = {Revisiting Reuse for Approximate Query Processing},
journal = {{PVLDB}},
volume = {10},
number = {10},
pages = {1142--1153},
year = {2017},
tag = {ide}
}
@article{DBLP:journals/tvcg/ZgraggenGCFK17,
author = {Emanuel Zgraggen and
Alex Galakatos and
Andrew Crotty and
Jean{-}Daniel Fekete and
Tim Kraska},
title = {How Progressive Visualizations Affect Exploratory Analysis},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {23},
number = {8},
pages = {1977--1987},
year = {2017},
tag = {ide}
}
@inproceedings{DBLP:conf/btw/PinkelBJKNSHK17,
author = {Christoph Pinkel and
Carsten Binnig and
Ernesto Jim{\'{e}}nez{-}Ruiz and
Evgeny Kharlamov and
Andriy Nikolov and
Andreas Schwarte and
Christian Heupel and
Tim Kraska},
title = {IncMap: {A} Journey towards Ontology-based Data Integration},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2017), 17. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 6.-10. M{\"{a}}rz 2017, Stuttgart, Germany, Proceedings},
pages = {145--164},
year = {2017},
tag = {di}
}
@inproceedings{DBLP:conf/btw/KraskaDB17,
author = {Tim Kraska and
Elkhan Dadashov and
Carsten Binnig},
title = {Spotlytics: How to Use Cloud Market Places for Analytics?},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2017), 17. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 6.-10. M{\"{a}}rz 2017, Stuttgart, Germany, Proceedings},
pages = {361--380},
year = {2017},
tag = {cloud},
}
@workshop{DBLP:conf/sigmod/GuoBK17,
author = {Yue Guo and
Carsten Binnig and
Tim Kraska},
title = {What you see is not what you get!: Detecting Simpson's Paradoxes during
Data Exploration},
booktitle = {Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics,
HILDA SIGMOD 2017, Chicago, IL, USA, May 14, 2017},
pages = {2:1--2:5},
year = {2017},
tag = {ide},
}
@inproceedings{DBLP:conf/sigmod/ZhaoSZBUK17,
author = {Zheguang Zhao and
Lorenzo De Stefani and
Emanuel Zgraggen and
Carsten Binnig and
Eli Upfal and
Tim Kraska},
title = {Controlling False Discoveries During Interactive Data Exploration},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {527--540},
year = {2017},
tag = {ide},
}
@inproceedings{DBLP:conf/sigmod/ZhaoZSBUK17,
author = {Zheguang Zhao and
Emanuel Zgraggen and
Lorenzo De Stefani and
Carsten Binnig and
Eli Upfal and
Tim Kraska},
title = {Safe Visual Data Exploration},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1671--1674},
year = {2017},
tag = {ide},
}
@techreport{DBLP:journals/corr/abs-1712-01208,
author = {Tim Kraska and
Alex Beutel and
Ed H. Chi and
Jeffrey Dean and
Neoklis Polyzotis},
title = {The Case for Learned Index Structures},
journal = {CoRR},
volume = {abs/1712.01208},
year = {2017},
tag = {ml},
}
@inproceedings{DBLP:conf/cidr/BinnigSKUZZ17,
author = {Carsten Binnig and
Lorenzo De Stefani and
Tim Kraska and
Eli Upfal and
Emanuel Zgraggen and
Zheguang Zhao},
title = {Toward Sustainable Insights, or Why Polygamy is Bad for You},
booktitle = {{CIDR} 2017, 8th Biennial Conference on Innovative Data Systems Research,
Chaminade, CA, USA, January 8-11, 2017, Online Proceedings},
year = {2017},
crossref = {DBLP:conf/cidr/2017},
tag = {ide},
}
@inproceedings{incmap,
author = {Christoph Pinkel and
Carsten Binnig and
Ernesto Jim{\'{e}}nez{-}Ruiz and
Evgeny Kharlamov and
Andriy Nikolov and
Andreas Schwarte and
Christian Heupel and
Tim Kraska},
title = {IncMap: {A} Journey towards Ontology-based Data Integration},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2017), 17. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 6.-10. M{\"{a}}rz 2017, Stuttgart, Germany, Proceedings},
pages = {145--164},
year = {2017},
tag = {di},
}
@article{DBLP:journals/debu/EichmannZZBK16,
author = {Philipp Eichmann and
Emanuel Zgraggen and
Zheguang Zhao and
Carsten Binnig and
Tim Kraska},
title = {Towards a Benchmark for Interactive Data Exploration},
journal = {{IEEE} Data Eng. Bull.},
volume = {39},
number = {4},
pages = {50--61},
year = {2016},
}
@article{DBLP:journals/pvldb/ZamanianBKH17,
author = {Erfan Zamanian and
Carsten Binnig and
Tim Kraska and
Tim Harris},
title = {The End of a Myth: Distributed Transaction Can Scale},
journal = {{PVLDB}},
volume = {10},
number = {6},
pages = {685--696},
year = {2017},
tag = {rs,tx},
}
@techreport{dqmtr,
author = {Yeounoh Chung and
Sanjay Krishnan and
Tim Kraska},
title = {A Data Quality Metric {(DQM):} How to Estimate The Number of Undetected
Errors in Data Sets},
journal = {CoRR},
volume = {abs/1611.04878},
year = {2016},
url = {http://arxiv.org/abs/1611.04878},
timestamp = {Thu, 01 Dec 2016 19:32:08 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/ChungKK16},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {di,crowd},
}
@techreport{hashstashtr,
author = {Kayhan Dursun and
Carsten Binnig and
Ugur {\c{C}}etintemel and
Tim Kraska},
title = {Revisiting Reuse in Main Memory Database Systems},
journal = {CoRR},
volume = {abs/1608.05678},
year = {2016},
url = {http://arxiv.org/abs/1608.05678},
timestamp = {Fri, 02 Sep 2016 17:46:24 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/DursunBCK16},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ide,rs},
}
@inproceedings{DBLP:conf/sigmod/Kraska17,
author = {Tim Kraska},
title = {Approximate Query Processing for Interactive Data Science},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {525},
year = {2017},
tag = {ide,rs},
}
@techreport{endofmythtr,
author = {Erfan Zamanian and
Carsten Binnig and
Tim Kraska and
Tim Harris},
title = {The End of a Myth: Distributed Transactions Can Scale},
journal = {CoRR},
volume = {abs/1607.00655},
year = {2016},
url = {http://arxiv.org/abs/1607.00655},
timestamp = {Tue, 02 Aug 2016 12:59:27 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/ZamanianBKH16},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {rs,tx},
}
@article{rdmavision,
author = { Carsten Binnig
and Andrew Crotty
and Alex Galakatos
and Tim Kraska
and Erfan Zamanian},
title = {The End of Slow Networks: It's Time for a Redesign},
journal = {{PVLDB}},
volume = {9},
number = {7},
pages = {528--539},
year = {2016},
tag = {rs,tx},
}
@inproceedings{Darkdata,
author = {Michael J. Cafarella and
Ihab F. Ilyas and
Marcel Kornacker and
Tim Kraska and
Christopher R{\'{e}}},
title = {Dark Data: Are we solving the right problems?},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {1444--1445},
year = {2016},
tag = {ml},
}
@article{crowdenumacm,
author = {Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin and
Purnamrita Sarkar},
title = {Answering enumeration queries with the crowd},
journal = {Commun. {ACM}},
volume = {59},
number = {1},
pages = {118--127},
year = {2016},
tag = {di,crowd},
}
@workshop{ideahilda,
author = {Andrew Crotty and
Alex Galakatos and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska},
title = {The case for interactive data exploration accelerators (IDEAs)},
booktitle = {Workshop on Human-In-the-Loop Data Analytics (HILDA) at SIGMOD},
pages = {11},
year = {2016},
tag = {ide,ml},
}
@inproceedings{privateclean,
author = {Sanjay Krishnan and
Jiannan Wang and
Michael J. Franklin and
Ken Goldberg and
Tim Kraska},
title = {PrivateClean: Data Cleaning and Differential Privacy},
booktitle = {SIGMOD},
pages = {937--951},
year = {2016},
tag = {di},
}
@jdemo{echoquery,
author = {Gabriel Lyons and
Vinh Tran and
Carsten Binnig and
Ugur {\c{C}}etintemel and
Tim Kraska},
title = {Making the Case for Query-by-Voice with EchoQuery},
booktitle = {SIGMOD},
pages = {2129--2132},
year = {2016},
tag = {ide},
}
@inproceedings{unknownunknowns,
author = {Yeounoh Chung and
Michael Lind Mortensen and
Carsten Binnig and
Tim Kraska},
title = {Estimating the Impact of Unknown Unknowns on Aggregate Query Results},
booktitle = {{SIGMOD} 2016},
year = {2016},
url = {http://arxiv.org/abs/1507.05591},
tag = {ide},
}
@article{enumqueries,
author = {Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin
and Purnamrita Sarkar},
title = {Answering Enumeration Queries with the Crowd},
journal = {Commun. {ACM}},
volume = {59},
number = {1},
pages = {118--127},
year = {2016},
tag = {crowd},
}
@workshop{vistree,
author = {Muhammad El{-}Hindi and
Zheguang Zhao and
Carsten Binnig and
Tim Kraska},
title = {VisTrees: fast indexes for interactive data exploration},
booktitle = {Workshop on Human-In-the-Loop Data Analytics (HILDA) at SIGMOD},
pages = {5},
year = {2016},
tag = {ide},
}
@article{stalevie,
author = {Sanjay Krishnan and
Jiannan Wang and
Michael J. Franklin and
Ken Goldberg and
Tim Kraska},
title = {Stale View Cleaning: Getting Fresh Answers from Stale Materialized
Views},
journal = {{PVLDB}},
volume = {8},
number = {12},
pages = {1370--1381},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p1370-krishnan.pdf},
timestamp = {Fri, 14 Aug 2015 15:24:11 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/KrishnanWFGK15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@article{DBLP:journals/pvldb/CrottyGDKBCZ15,
author = {Andrew Crotty and
Alex Galakatos and
Kayhan Dursun and
Tim Kraska and
Carsten Binnig and
Ugur Cetintemel and
Stan Zdonik},
title = {An Architecture for Compiling UDF-centric Workflows},
journal = {{PVLDB}},
volume = {8},
number = {12},
pages = {1466--1477},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p1466-crotty.pdf},
timestamp = {Fri, 14 Aug 2015 15:24:11 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/CrottyGDKBCZ15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ide,ml,rs},
}
@jdemo{DBLP:journals/pvldb/ElmoreDSBCGHHKK15,
author = {Aaron J. Elmore and
Jennie Duggan and
Mike Stonebraker and
Magdalena Balazinska and
Ugur Cetintemel and
Vijay Gadepally and
J. Heer and
Bill Howe and
Jeremy Kepner and
Tim Kraska and
Samuel Madden and
David Maier and
Timothy G. Mattson and
S. Papadopoulos and
J. Parkhurst and
Nesime Tatbul and
Manasi Vartak and
Stan Zdonik},
title = {A Demonstration of the BigDAWG Polystore System},
journal = {{PVLDB}},
volume = {8},
number = {12},
pages = {1908--1919},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p1908-Elmore.pdf},
timestamp = {Fri, 14 Aug 2015 15:24:11 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/ElmoreDSBCGHHKK15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {di},
}
@jdemo{DBLP:journals/pvldb/CrottyGZBK15,
author = {Andrew Crotty and
Alex Galakatos and
Emanuel Zgraggen and
Carsten Binnig and
Tim Kraska},
title = {Vizdom: Interactive Analytics through Pen and Touch},
journal = {{PVLDB}},
volume = {8},
number = {12},
pages = {2024--2035},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p2024-crotty.pdf},
timestamp = {Fri, 14 Aug 2015 15:24:11 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/CrottyGZBK15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ide},
}
@article{DBLP:journals/pvldb/MeehanTZACDKMMP15,
author = {John Meehan and
Nesime Tatbul and
Stan Zdonik and
Cansu Aslantas and
Ugur Cetintemel and
Jiang Du and
Tim Kraska and
Samuel Madden and
David Maier and
Andrew Pavlo and
Michael Stonebraker and
Kristin Tufte and
Hao Wang},
title = {S-Store: Streaming Meets Transaction Processing},
journal = {{PVLDB}},
volume = {8},
number = {13},
pages = {2134--2145},
year = {2015},
url = {http://www.vldb.org/pvldb/vol8/p2134-meehan.pdf},
timestamp = {Tue, 15 Sep 2015 19:25:45 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/MeehanTZACDKMMP15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {stream,tx},
}
@article{DBLP:journals/tkde/TrushkowskyKFSR15,
author = {Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin and
Purnamrita Sarkar and
Venketaram Ramachandran},
title = {Crowdsourcing Enumeration Queries: Estimators and Interfaces},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {7},
pages = {1796--1809},
year = {2015},
url = {http://dx.doi.org/10.1109/TKDE.2014.2339857},
doi = {10.1109/TKDE.2014.2339857},
timestamp = {Wed, 09 Sep 2015 09:50:36 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/tkde/TrushkowskyKFSR15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd},
}
@inproceedings{DBLP:conf/cidr/CrottyGDKCZ15,
author = {Andrew Crotty and
Alex Galakatos and
Kayhan Dursun and
Tim Kraska and
Ugur Cetintemel and
Stanley B. Zdonik},
title = {Tupleware: "Big" Data, Big Analytics, Small Clusters},
booktitle = {{CIDR} 2015, Seventh Biennial Conference on Innovative Data Systems
Research, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings},
year = {2015},
crossref = {DBLP:conf/cidr/2015},
url = {http://www.cidrdb.org/cidr2015/Papers/CIDR15_Paper23u.pdf},
timestamp = {Mon, 23 Mar 2015 09:07:18 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/cidr/CrottyGDKCZ15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ml,rs},
}
@inproceedings{DBLP:conf/cloud/SparksTHFJK15,
author = {Evan R. Sparks and
Ameet Talwalkar and
Daniel Haas and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska},
title = {Automating model search for large scale machine learning},
booktitle = {Proceedings of the Sixth {ACM} Symposium on Cloud Computing, SoCC
2015, Kohala Coast, Hawaii, USA, August 27-29, 2015},
pages = {368--380},
year = {2015},
crossref = {DBLP:conf/cloud/2015},
url = {http://doi.acm.org/10.1145/2806777.2806945},
doi = {10.1145/2806777.2806945},
timestamp = {Thu, 10 Sep 2015 16:45:35 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/cloud/SparksTHFJK15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ml},
}
@workshop{DBLP:conf/dolap/KaulakieneTPCK15,
author = {Dalia Kaulakiene and
Christian Thomsen and
Torben Bach Pedersen and
Ugur Cetintemel and
Tim Kraska},
title = {SpotADAPT: Spot-Aware (re-)Deployment of Analytical Processing Tasks
on Amazon {EC2}},
booktitle = {Proceedings of the {ACM} Eighteenth International Workshop on Data
Warehousing and OLAP, {DOLAP} 2015, Melbourne, VIC, Australia, October
19-23, 2015},
pages = {59--68},
year = {2015},
crossref = {DBLP:conf/dolap/2015},
url = {http://doi.acm.org/10.1145/2811222.2811227},
doi = {10.1145/2811222.2811227},
timestamp = {Wed, 14 Oct 2015 12:38:47 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/dolap/KaulakieneTPCK15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@inproceedings{DBLP:conf/sigmod/ReABCJKR15,
author = {Christopher R{\'{e}} and
Divy Agrawal and
Magdalena Balazinska and
Michael I. Cafarella and
Michael I. Jordan and
Tim Kraska and
Raghu Ramakrishnan},
title = {Machine Learning and Databases: The Sound of Things to Come or a Cacophony
of Hype?},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {283--284},
year = {2015},
crossref = {DBLP:conf/sigmod/2015},
url = {http://doi.acm.org/10.1145/2723372.2742911},
doi = {10.1145/2723372.2742911},
timestamp = {Thu, 12 Nov 2015 16:33:38 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/ReABCJKR15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ml},
}
@inproceedings{DBLP:conf/sigmod/SalamaBKZ15,
author = {Abdallah Salama and
Carsten Binnig and
Tim Kraska and
Erfan Zamanian},
title = {Cost-based Fault-tolerance for Parallel Data Processing},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {285--297},
year = {2015},
crossref = {DBLP:conf/sigmod/2015},
url = {http://doi.acm.org/10.1145/2723372.2749437},
doi = {10.1145/2723372.2749437},
timestamp = {Thu, 12 Nov 2015 16:33:38 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/SalamaBKZ15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@techreport{DBLP:journals/corr/SparksTFJK15,
author = {Evan R. Sparks and
Ameet Talwalkar and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska},
title = {TuPAQ: An Efficient Planner for Large-scale Predictive Analytic Queries},
journal = {CoRR},
volume = {abs/1502.00068},
year = {2015},
url = {http://arxiv.org/abs/1502.00068},
timestamp = {Mon, 02 Mar 2015 14:17:34 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/SparksTFJK15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ml},
}
@techreport{DBLP:journals/corr/MeehanTZACDKMMP15,
author = {John Meehan and
Nesime Tatbul and
Stanley B. Zdonik and
Cansu Aslantas and
Ugur Cetintemel and
Jiang Du and
Tim Kraska and
Samuel Madden and
David Maier and
Andrew Pavlo and
Michael Stonebraker and
Kristin Tufte and
Hao Wang},
title = {S-Store: Streaming Meets Transaction Processing},
journal = {CoRR},
volume = {abs/1503.01143},
year = {2015},
url = {http://arxiv.org/abs/1503.01143},
timestamp = {Thu, 09 Apr 2015 11:33:20 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/MeehanTZACDKMMP15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {stream,tx},
}
@techreport{DBLP:journals/corr/BinnigCCGKZZ15,
author = {Carsten Binnig and
Ugur Cetintemel and
Andrew Crotty and
Alex Galakatos and
Tim Kraska and
Erfan Zamanian and
Stanley B. Zdonik},
title = {The End of Slow Networks: It's Time for a Redesign},
journal = {CoRR},
volume = {abs/1504.01048},
year = {2015},
url = {http://arxiv.org/abs/1504.01048},
timestamp = {Sat, 02 May 2015 17:50:32 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/BinnigCCGKZZ15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {rs,tx},
}
@techreport{DBLP:journals/corr/ChungMBK15,
author = {Yeounoh Chung and
Michael Lind Mortensen and
Carsten Binnig and
Tim Kraska},
title = {Estimating the Impact of Unknown Unknowns on Aggregate Query Results},
journal = {CoRR},
volume = {abs/1507.05591},
year = {2015},
url = {http://arxiv.org/abs/1507.05591},
timestamp = {Sun, 02 Aug 2015 18:42:02 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/ChungMBK15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {di},
}
@techreport{DBLP:journals/corr/KrishnanWFGK15,
author = {Sanjay Krishnan and
Jiannan Wang and
Michael J. Franklin and
Ken Goldberg and
Tim Kraska},
title = {Stale View Cleaning: Getting Fresh Answers from Stale Materialized
Views},
journal = {CoRR},
volume = {abs/1509.07454},
year = {2015},
url = {http://arxiv.org/abs/1509.07454},
timestamp = {Thu, 01 Oct 2015 14:28:48 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/KrishnanWFGK15},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@article{DBLP:journals/debu/CrottyGK14,
author = {Andrew Crotty and
Alex Galakatos and
Tim Kraska},
title = {Tupleware: Distributed Machine Learning on Small Clusters},
journal = {{IEEE} Data Eng. Bull.},
volume = {37},
number = {3},
pages = {63--76},
year = {2014},
url = {http://sites.computer.org/debull/A14sept/p63.pdf},
timestamp = {Wed, 15 Oct 2014 20:48:39 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/debu/CrottyGK14},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ide,ml,rs},
}
@misc{DBLP:journals/internet/DadashovCK14,
author = {Elkhan Dadashov and
Ugur Cetintemel and
Tim Kraska},
title = {Putting Analytics on the Spot: Or How to Lower the Cost for Analytics},
journal = {{IEEE} Internet Computing},
volume = {18},
number = {5},
pages = {70--73},
year = {2014},
url = {http://doi.ieeecomputersociety.org/10.1109/MIC.2014.94},
doi = {10.1109/MIC.2014.94},
timestamp = {Thu, 04 Sep 2014 13:43:57 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/Internet/DadashovCK14},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@jdemo{DBLP:journals/pvldb/CetintemelDKMMMPSSTTWZ14,
author = {Ugur Cetintemel and
Jiang Du and
Tim Kraska and
Samuel Madden and
David Maier and
John Meehan and
Andrew Pavlo and
Michael Stonebraker and
Erik Sutherland and
Nesime Tatbul and
Kristin Tufte and
Hao Wang and
Stanley B. Zdonik},
title = {S-Store: {A} Streaming NewSQL System for Big Velocity Applications},
journal = {{PVLDB}},
volume = {7},
number = {13},
pages = {1633--1636},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p1633-cetintemel.pdf},
timestamp = {Thu, 07 Aug 2014 13:57:10 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/CetintemelDKMMMPSSTTWZ14},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {stream,tx},
}
@inproceedings{DBLP:conf/sigmod/PangKFF14,
author = {Gene Pang and
Tim Kraska and
Michael J. Franklin and
Alan Fekete},
title = {{PLANET:} making progress with commit processing in unpredictable
environments},
booktitle = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014},
pages = {3--14},
year = {2014},
crossref = {DBLP:conf/sigmod/2014},
url = {http://doi.acm.org/10.1145/2588555.2588558},
doi = {10.1145/2588555.2588558},
timestamp = {Sun, 22 Jun 2014 11:31:11 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/PangKFF14},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud,tx},
}
@inproceedings{DBLP:conf/sigmod/WangKFGKM14,
author = {Jiannan Wang and
Sanjay Krishnan and
Michael J. Franklin and
Ken Goldberg and
Tim Kraska and
Tova Milo},
title = {A sample-and-clean framework for fast and accurate query processing
on dirty data},
booktitle = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014},
pages = {469--480},
year = {2014},
crossref = {DBLP:conf/sigmod/2014},
url = {http://doi.acm.org/10.1145/2588555.2610505},
doi = {10.1145/2588555.2610505},
timestamp = {Sun, 22 Jun 2014 11:31:11 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/WangKFGKM14},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {di},
}
@inproceedings{DBLP:conf/sigmod/HoweFFFKR14,
author = {Bill Howe and
Michael J. Franklin and
Juliana Freire and
James Frew and
Tim Kraska and
Raghu Ramakrishnan},
title = {Should we all be teaching "intro to data science" instead of "intro
to databases"?},
booktitle = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014},
pages = {917--918},
year = {2014},
crossref = {DBLP:conf/sigmod/2014},
url = {http://doi.acm.org/10.1145/2588555.2600092},
doi = {10.1145/2588555.2600092},
timestamp = {Sun, 22 Jun 2014 11:31:11 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/HoweFFFKR14},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ide,ml},
}
@techreport{DBLP:journals/corr/CrottyGDKCZ14,
author = {Andrew Crotty and
Alex Galakatos and
Kayhan Dursun and
Tim Kraska and
Ugur Cetintemel and
Stanley B. Zdonik},
title = {Tupleware: Redefining Modern Analytics},
journal = {CoRR},
volume = {abs/1406.6667},
year = {2014},
url = {http://arxiv.org/abs/1406.6667},
timestamp = {Tue, 01 Jul 2014 11:58:08 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/CrottyGDKCZ14},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ml,rs},
}
@techreport{DBLP:journals/corr/WangLKFF14,
author = {Jiannan Wang and
Guoliang Li and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng},
title = {Leveraging Transitive Relations for Crowdsourced Joins},
journal = {CoRR},
volume = {abs/1408.6916},
year = {2014},
url = {http://arxiv.org/abs/1408.6916},
timestamp = {Fri, 12 Sep 2014 12:44:21 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/WangLKFF14},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {di,crowd},
}
@techreport{DBLP:journals/corr/WangLKFF14a,
author = {Jiannan Wang and
Guoliang Li and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng},
title = {The Expected Optimal Labeling Order Problem for Crowdsourced Joins
and Entity Resolution},
journal = {CoRR},
volume = {abs/1409.7472},
year = {2014},
url = {http://arxiv.org/abs/1409.7472},
timestamp = {Wed, 01 Oct 2014 15:00:05 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/WangLKFF14a},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {di,crowd},
}
@misc{DBLP:journals/internet/Kraska13,
author = {Tim Kraska},
title = {Finding the Needle in the Big Data Systems Haystack},
journal = {{IEEE} Internet Computing},
volume = {17},
number = {1},
pages = {84--86},
year = {2013},
url = {http://dx.doi.org/10.1109/MIC.2013.10},
doi = {10.1109/MIC.2013.10},
timestamp = {Thu, 31 Jan 2013 14:22:39 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/internet/Kraska13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ml,cloud},
}
@misc{DBLP:journals/internet/KraskaT13,
author = {Tim Kraska and
Beth Trushkowsky},
title = {The New Database Architectures},
journal = {{IEEE} Internet Computing},
volume = {17},
number = {3},
pages = {72--75},
year = {2013},
url = {http://doi.ieeecomputersociety.org/10.1109/MIC.2013.56},
doi = {10.1109/MIC.2013.56},
timestamp = {Fri, 10 May 2013 21:22:05 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/internet/KraskaT13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@inproceedings{DBLP:conf/cidr/DemartiniTKF13,
author = {Gianluca Demartini and
Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin},
title = {CrowdQ: Crowdsourced Query Understanding},
booktitle = {{CIDR} 2013, Sixth Biennial Conference on Innovative Data Systems
Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings},
year = {2013},
crossref = {DBLP:conf/cidr/2013},
url = {http://www.cidrdb.org/cidr2013/Papers/CIDR13_Paper137.pdf},
timestamp = {Wed, 15 May 2013 20:47:29 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/cidr/DemartiniTKF13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd},
}
@inproceedings{DBLP:conf/cidr/KraskaTDGFJ13,
author = {Tim Kraska and
Ameet Talwalkar and
John C. Duchi and
Rean Griffith and
Michael J. Franklin and
Michael I. Jordan},
title = {MLbase: {A} Distributed Machine-learning System},
booktitle = {{CIDR} 2013, Sixth Biennial Conference on Innovative Data Systems
Research, Asilomar, CA, USA, January 6-9, 2013, Online Proceedings},
year = {2013},
crossref = {DBLP:conf/cidr/2013},
url = {http://www.cidrdb.org/cidr2013/Papers/CIDR13_Paper118.pdf},
timestamp = {Wed, 15 May 2013 20:47:29 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/cidr/KraskaTDGFJ13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ml},
}
@inproceedings{DBLP:conf/eurosys/KraskaPFMF13,
author = {Tim Kraska and
Gene Pang and
Michael J. Franklin and
Samuel Madden and
Alan Fekete},
title = {{MDCC:} multi-data center consistency},
booktitle = {Eighth Eurosys Conference 2013, EuroSys '13, Prague, Czech Republic,
April 14-17, 2013},
pages = {113--126},
year = {2013},
crossref = {DBLP:conf/eurosys/2013},
url = {http://doi.acm.org/10.1145/2465351.2465363},
doi = {10.1145/2465351.2465363},
timestamp = {Sat, 20 Apr 2013 14:34:54 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/eurosys/KraskaPFMF13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud,tx},
}
@inproceedings{DBLP:conf/hcomp/GoldbergWK13,
author = {Sean Louis Goldberg and
Daisy Zhe Wang and
Tim Kraska},
title = {{CASTLE:} Crowd-Assisted System for Text Labeling and Extraction},
booktitle = {Proceedings of the First {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2013, November 7-9, 2013, Palm Springs, CA,
{USA}},
year = {2013},
crossref = {DBLP:conf/hcomp/2013},
url = {http://www.aaai.org/ocs/index.php/HCOMP/HCOMP13/paper/view/7543},
timestamp = {Tue, 17 Dec 2013 21:42:30 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/hcomp/GoldbergWK13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {di,crowd},
}
@inproceedings{DBLP:conf/hcomp/TrushkowskyKF13a,
author = {Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin},
title = {A Framework for Adaptive Crowd Query Processing},
booktitle = {Human Computation and Crowdsourcing: Works in Progress and Demonstration
Abstracts, An Adjunct to the Proceedings of the First {AAAI} Conference
on Human Computation and Crowdsourcing, November 7-9, 2013, Palm Springs,
CA, {USA}},
year = {2013},
crossref = {DBLP:conf/hcomp/2013w},
url = {http://www.aaai.org/ocs/index.php/HCOMP/HCOMP13/paper/view/7549},
timestamp = {Tue, 17 Dec 2013 21:46:20 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/hcomp/TrushkowskyKF13a},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd},
}
@inproceedings{DBLP:conf/icde/TrushkowskyKFS13,
author = {Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin and
Purnamrita Sarkar},
title = {Crowdsourced enumeration queries},
booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013,
Brisbane, Australia, April 8-12, 2013},
pages = {673--684},
year = {2013},
crossref = {DBLP:conf/icde/2013},
url = {http://dx.doi.org/10.1109/ICDE.2013.6544865},
doi = {10.1109/ICDE.2013.6544865},
timestamp = {Sat, 09 Aug 2014 14:37:12 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icde/TrushkowskyKFS13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd},
}
@inproceedings{DBLP:conf/icdm/SparksTSKPGFJK13,
author = {Evan R. Sparks and
Ameet Talwalkar and
Virginia Smith and
Jey Kottalam and
Xinghao Pan and
Joseph E. Gonzalez and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska},
title = {{MLI:} An {API} for Distributed Machine Learning},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {1187--1192},
year = {2013},
crossref = {DBLP:conf/icdm/2013},
url = {http://dx.doi.org/10.1109/ICDM.2013.158},
doi = {10.1109/ICDM.2013.158},
timestamp = {Wed, 17 Sep 2014 19:35:16 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icdm/SparksTSKPGFJK13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ml},
}
@inproceedings{DBLP:conf/sigmod/WangLKFF13,
author = {Jiannan Wang and
Guoliang Li and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng},
title = {Leveraging transitive relations for crowdsourced joins},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
pages = {229--240},
year = {2013},
crossref = {DBLP:conf/sigmod/2013},
url = {http://doi.acm.org/10.1145/2463676.2465280},
doi = {10.1145/2463676.2465280},
timestamp = {Wed, 26 Jun 2013 09:37:17 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/WangLKFF13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd},
}
@inproceedings{DBLP:conf/sigmod/ArmbrustLKFFP13,
author = {Michael Armbrust and
Eric Liang and
Tim Kraska and
Armando Fox and
Michael J. Franklin and
David A. Patterson},
title = {Generalized scale independence through incremental precomputation},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
pages = {625--636},
year = {2013},
crossref = {DBLP:conf/sigmod/2013},
url = {http://doi.acm.org/10.1145/2463676.2465333},
doi = {10.1145/2463676.2465333},
timestamp = {Wed, 26 Jun 2013 09:37:17 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/ArmbrustLKFFP13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@inproceedings{DBLP:conf/sigmod/SchaffnerJKKPFJ13,
author = {Jan Schaffner and
Tim Januschowski and
Megan Kercher and
Tim Kraska and
Hasso Plattner and
Michael J. Franklin and
Dean Jacobs},
title = {{RTP:} robust tenant placement for elastic in-memory database clusters},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
pages = {773--784},
year = {2013},
crossref = {DBLP:conf/sigmod/2013},
url = {http://doi.acm.org/10.1145/2463676.2465302},
doi = {10.1145/2463676.2465302},
timestamp = {Wed, 26 Jun 2013 09:37:17 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/SchaffnerJKKPFJ13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@techreport{DBLP:journals/corr/SparksTSKPGFJK13,
author = {Evan R. Sparks and
Ameet Talwalkar and
Virginia Smith and
Jey Kottalam and
Xinghao Pan and
Joseph E. Gonzalez and
Michael J. Franklin and
Michael I. Jordan and
Tim Kraska},
title = {{MLI:} An {API} for Distributed Machine Learning},
journal = {CoRR},
volume = {abs/1310.5426},
year = {2013},
url = {http://arxiv.org/abs/1310.5426},
timestamp = {Mon, 04 Nov 2013 15:55:47 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/SparksTSKPGFJK13},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {ml},
}
@article{DBLP:journals/pvldb/WangKFF12,
author = {Jiannan Wang and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng},
title = {CrowdER: Crowdsourcing Entity Resolution},
journal = {{PVLDB}},
volume = {5},
number = {11},
pages = {1483--1494},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p1483_jiannanwang_vldb2012.pdf},
timestamp = {Fri, 17 Aug 2012 08:48:54 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/WangKFF12},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd},
}
@workshop{DBLP:conf/edbt/LoesingHKK12,
author = {Simon Loesing and
Martin Hentschel and
Tim Kraska and
Donald Kossmann},
title = {Stormy: an elastic and highly available streaming service in the cloud},
booktitle = {Proceedings of the 2012 Joint {EDBT/ICDT} Workshops, Berlin, Germany,
March 30, 2012},
pages = {55--60},
year = {2012},
crossref = {DBLP:conf/edbt/2012w},
url = {http://doi.acm.org/10.1145/2320765.2320789},
doi = {10.1145/2320765.2320789},
timestamp = {Sun, 26 Oct 2014 19:10:15 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/edbt/LoesingHKK12},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@techreport{DBLP:journals/corr/abs-1202-2335,
author = {Beth Trushkowsky and
Tim Kraska and
Michael J. Franklin and
Purnamrita Sarkar},
title = {Getting It All from the Crowd},
journal = {CoRR},
volume = {abs/1202.2335},
year = {2012},
url = {http://arxiv.org/abs/1202.2335},
timestamp = {Wed, 10 Oct 2012 21:28:47 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1202-2335},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd},
}
@techreport{DBLP:journals/corr/abs-1203-6049,
author = {Tim Kraska and
Gene Pang and
Michael J. Franklin and
Samuel Madden},
title = {{MDCC:} Multi-Data Center Consistency},
journal = {CoRR},
volume = {abs/1203.6049},
year = {2012},
url = {http://arxiv.org/abs/1203.6049},
timestamp = {Wed, 10 Oct 2012 21:28:49 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1203-6049},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {tx,cloud},
}
@techreport{DBLP:journals/corr/abs-1208-1927,
author = {Jiannan Wang and
Tim Kraska and
Michael J. Franklin and
Jianhua Feng},
title = {CrowdER: Crowdsourcing Entity Resolution},
journal = {CoRR},
volume = {abs/1208.1927},
year = {2012},
url = {http://arxiv.org/abs/1208.1927},
timestamp = {Wed, 10 Oct 2012 21:28:54 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1208-1927},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd,di},
}
@jdemo{DBLP:journals/pvldb/FengFKKMRWX11,
author = {Amber Feng and
Michael J. Franklin and
Donald Kossmann and
Tim Kraska and
Samuel Madden and
Sukriti Ramesh and
Andrew Wang and
Reynold Xin},
title = {CrowdDB: Query Processing with the {VLDB} Crowd},
journal = {{PVLDB}},
volume = {4},
number = {12},
pages = {1387--1390},
year = {2011},
url = {http://www.vldb.org/pvldb/vol4/p1387-feng.pdf},
timestamp = {Mon, 26 Mar 2012 13:50:02 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/FengFKKMRWX11},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd},
}
@article{DBLP:journals/pvldb/DoanFKK11,
author = {AnHai Doan and
Michael J. Franklin and
Donald Kossmann and
Tim Kraska},
title = {Crowdsourcing Applications and Platforms: {A} Data Management Perspective},
journal = {{PVLDB}},
volume = {4},
number = {12},
pages = {1508--1509},
year = {2011},
url = {http://www.vldb.org/pvldb/vol4/p1508-doan-tutorial4.pdf},
timestamp = {Wed, 16 Nov 2011 16:52:00 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/DoanFKK11},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd},
}
@article{DBLP:journals/pvldb/ArmbrustCKFFP11,
author = {Michael Armbrust and
Kristal Curtis and
Tim Kraska and
Armando Fox and
Michael J. Franklin and
David A. Patterson},
title = {{PIQL:} Success-Tolerant Query Processing in the Cloud},
journal = {{PVLDB}},
volume = {5},
number = {3},
pages = {181--192},
year = {2011},
url = {http://www.vldb.org/pvldb/vol5/p181_michaelarmbrust_vldb2012.pdf},
timestamp = {Wed, 30 Nov 2011 20:59:41 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/ArmbrustCKFFP11},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@article{DBLP:journals/sigmod/BonnetMBCGGHIIJKKMOPRTYFS11,
author = {Philippe Bonnet and
Stefan Manegold and
Matias Bj{\o}rling and
Wei Cao and
Javier Gonzalez and
Joel A. Granados and
Nancy Hall and
Stratos Idreos and
Milena Ivanova and
Ryan Johnson and
David Koop and
Tim Kraska and
Ren{\'{e}} M{\"{u}}ller and
Dan Olteanu and
Paolo Papotti and
Christine Reilly and
Dimitris Tsirogiannis and
Cong Yu and
Juliana Freire and
Dennis Shasha},
title = {Repeatability and workability evaluation of {SIGMOD} 2011},
journal = {{SIGMOD} Record},
volume = {40},
number = {2},
pages = {45--48},
year = {2011},
url = {http://doi.acm.org/10.1145/2034863.2034873},
doi = {10.1145/2034863.2034873},
timestamp = {Tue, 14 May 2013 19:43:07 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/sigmod/BonnetMBCGGHIIJKKMOPRTYFS11},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {undefined},
}
@inproceedings{DBLP:conf/sigmod/FranklinKKRX11,
author = {Michael J. Franklin and
Donald Kossmann and
Tim Kraska and
Sukriti Ramesh and
Reynold Xin},
title = {CrowdDB: answering queries with crowdsourcing},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},
pages = {61--72},
year = {2011},
crossref = {DBLP:conf/sigmod/2011},
url = {http://doi.acm.org/10.1145/1989323.1989331},
doi = {10.1145/1989323.1989331},
timestamp = {Thu, 16 Jun 2011 17:14:38 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/FranklinKKRX11},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {crowd},
}
@techreport{DBLP:journals/corr/abs-1111-7166,
author = {Michael Armbrust and
Kristal Curtis and
Tim Kraska and
Armando Fox and
Michael J. Franklin and
David A. Patterson},
title = {{PIQL:} Success-Tolerant Query Processing in the Cloud},
journal = {CoRR},
volume = {abs/1111.7166},
year = {2011},
url = {http://arxiv.org/abs/1111.7166},
timestamp = {Mon, 05 Dec 2011 18:05:09 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1111-7166},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@article{DBLP:journals/dbsk/KossmannK10,
author = {Donald Kossmann and
Tim Kraska},
title = {Data Management in the Cloud: Promises, State-of-the-art, and Open
Questions},
journal = {Datenbank-Spektrum},
volume = {10},
number = {3},
pages = {121--129},
year = {2010},
url = {http://dx.doi.org/10.1007/s13222-010-0033-3},
doi = {10.1007/s13222-010-0033-3},
timestamp = {Mon, 17 Jan 2011 15:54:38 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/dbsk/KossmannK10},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@article{DBLP:journals/pvldb/KossmannKLMMP10,
author = {Donald Kossmann and
Tim Kraska and
Simon Loesing and
Stephan Merkli and
Raman Mittal and
Flavio Pfaffhauser},
title = {Cloudy: {A} Modular Cloud Storage System},
journal = {{PVLDB}},
volume = {3},
number = {2},
pages = {1533--1536},
year = {2010},
url = {http://www.comp.nus.edu.sg/~vldb2010/proceedings/files/papers/D05.pdf},
timestamp = {Thu, 23 Sep 2010 15:39:20 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/KossmannKLMMP10},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@inproceedings{DBLP:conf/sigmod/KossmannKL10,
author = {Donald Kossmann and
Tim Kraska and
Simon Loesing},
title = {An evaluation of alternative architectures for transaction processing
in the cloud},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010},
pages = {579--590},
year = {2010},
crossref = {DBLP:conf/sigmod/2010},
url = {http://doi.acm.org/10.1145/1807167.1807231},
doi = {10.1145/1807167.1807231},
timestamp = {Mon, 07 Jun 2010 08:03:40 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/KossmannKL10},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud,tx},
}
@article{DBLP:journals/pvldb/KraskaHAK09,
author = {Tim Kraska and
Martin Hentschel and
Gustavo Alonso and
Donald Kossmann},
title = {Consistency Rationing in the Cloud: Pay only when it matters},
journal = {{PVLDB}},
volume = {2},
number = {1},
pages = {253--264},
year = {2009},
url = {http://www.vldb.org/pvldb/2/vldb09-759.pdf},
timestamp = {Sun, 26 Oct 2014 19:10:10 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/KraskaHAK09},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud,tx},
}
@article{DBLP:journals/pvldb/BamfordBBFFGKKMNZ09,
author = {Roger Bamford and
Vinayak R. Borkar and
Matthias Brantner and
Peter M. Fischer and
Daniela Florescu and
David A. Graf and
Donald Kossmann and
Tim Kraska and
Dan Muresan and
Sorin Nasoi and
Markos Zacharioudaki},
title = {XQuery Reloaded},
journal = {{PVLDB}},
volume = {2},
number = {2},
pages = {1342--1353},
year = {2009},
url = {http://www.vldb.org/pvldb/2/vldb09-1078.pdf},
timestamp = {Wed, 22 Jul 2015 16:37:36 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/pvldb/BamfordBBFFGKKMNZ09},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {xml},
}
@workshop{DBLP:conf/sigmod/BinnigKKL09,
author = {Carsten Binnig and
Donald Kossmann and
Tim Kraska and
Simon Loesing},
title = {How is the weather tomorrow?: towards a benchmark for the cloud},
booktitle = {Proceedings of the 2nd International Workshop on Testing Database
Systems, DBTest 2009, Providence, Rhode Island, USA, June 29, 2009},
year = {2009},
crossref = {DBLP:conf/sigmod/2009dbtest},
url = {http://doi.acm.org/10.1145/1594156.1594168},
doi = {10.1145/1594156.1594168},
timestamp = {Tue, 12 Feb 2013 12:25:58 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/BinnigKKL09},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@inproceedings{DBLP:conf/www/FournyPFKKM09,
author = {Ghislain Fourny and
Markus Pilman and
Daniela Florescu and
Donald Kossmann and
Tim Kraska and
Darin McBeath},
title = {XQuery in the browser},
booktitle = {Proceedings of the 18th International Conference on World Wide Web,
{WWW} 2009, Madrid, Spain, April 20-24, 2009},
pages = {1011--1020},
year = {2009},
crossref = {DBLP:conf/www/2009},
url = {http://doi.acm.org/10.1145/1526709.1526845},
doi = {10.1145/1526709.1526845},
timestamp = {Tue, 05 May 2009 16:01:48 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/www/FournyPFKKM09},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {xml},
}
@inproceedings{DBLP:conf/sigmod/BrantnerFGKK08,
author = {Matthias Brantner and
Daniela Florescu and
David A. Graf and
Donald Kossmann and
Tim Kraska},
title = {Building a database on {S3}},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008},
pages = {251--264},
year = {2008},
crossref = {DBLP:conf/sigmod/2008},
url = {http://doi.acm.org/10.1145/1376616.1376645},
doi = {10.1145/1376616.1376645},
timestamp = {Tue, 10 Jun 2008 07:38:06 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/BrantnerFGKK08},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {cloud},
}
@inproceedings{DBLP:conf/sigmod/FournyKKPF08,
author = {Ghislain Fourny and
Donald Kossmann and
Tim Kraska and
Markus Pilman and
Daniela Florescu},
title = {XQuery in the browser},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008},
pages = {1337--1340},
year = {2008},
crossref = {DBLP:conf/sigmod/2008},
url = {http://doi.acm.org/10.1145/1376616.1376769},
doi = {10.1145/1376616.1376769},
timestamp = {Tue, 10 Jun 2008 07:38:05 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/FournyKKPF08},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {xml},
}
@inproceedings{DBLP:conf/vldb/BotanFFKKT07,
author = {Irina Botan and
Peter M. Fischer and
Daniela Florescu and
Donald Kossmann and
Tim Kraska and
Rokas Tamosevicius},
title = {Extending XQuery with Window Functions},
booktitle = {Proceedings of the 33rd International Conference on Very Large Data
Bases, University of Vienna, Austria, September 23-27, 2007},
pages = {75--86},
year = {2007},
crossref = {DBLP:conf/vldb/2007},
url = {http://www.vldb.org/conf/2007/papers/research/p75-botan.pdf},
timestamp = {Wed, 22 Jul 2015 16:37:33 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/vldb/BotanFFKKT07},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {xml,stream},
}
@inproceedings{DBLP:conf/IEEEcgiv/HoMHRFXKH06,
author = {Joshua Wing Kei Ho and
Tristan Manwaring and
Seok{-}Hee Hong and
Uwe R{\"{o}}hm and
David Cho Yau Fung and
Kai Xu and
Tim Kraska and
David Hart},
title = {PathBank: Web-Based Querying and Visualziation of an Integrated Biological
Pathway Database},
booktitle = {Third International Conference on Computer Graphics, Imaging and Visualization
{(CGIV} 2006), 26-28 July 2006, Sydney, Australia},
pages = {84--89},
year = {2006},
crossref = {DBLP:conf/IEEEcgiv/2006},
url = {http://dx.doi.org/10.1109/CGIV.2006.70},
doi = {10.1109/CGIV.2006.70},
timestamp = {Tue, 22 Jul 2014 17:03:58 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/IEEEcgiv/HoMHRFXKH06},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {xml},
}
@inproceedings{DBLP:conf/comad/KraskaR06,
author = {Tim Kraska and
Uwe R{\"{o}}hm},
title = {Genea: Schema-Aware Mapping of Ontologies into Relational Databases},
booktitle = {Proceedings of the 13th International Conference on Management of
Data, December 14-16, 2006, Delhi, India},
pages = {92--103},
year = {2006},
crossref = {DBLP:conf/comad/2006},
url = {http://www.cse.iitb.ac.in/comad/2006/proceedings/92.pdf},
timestamp = {Fri, 29 Oct 2010 14:58:32 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/comad/KraskaR06},
bibsource = {dblp computer science bibliography, http://dblp.org},
tag = {xml},
}
Note that the default author ordering at ETH is alphabetically.