Publications (by tag | by type )
@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.