@article{autosteer-vldb23,
author = {C. Anneser and N. Tatbul and D. Cohen and Z. Xu and
P. Pandian and N. Laptev and R. Marcus},
title = {{AutoSteer: Learned Query Optimization for Any SQL
Database}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {16},
number = {12},
month = {August},
year = {2023}
}
@article{qoinsight-vldb23,
author = {C. Anneser and M. Petrucelli and N. Tatbul and D. Cohen and
Z. Xu and P. Pandian and N. Laptev and R. Marcus and
A. Kemper},
title = {{QO-Insight: Inspecting Steered Query Optimizers}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {16},
number = {12},
month = {August},
year = {2023}
}
@inproceedings{gluten-cdms23,
author = {A. Shankaran and G. Gu and W. Chen and B. Yang and
C. Kulkarni and M. Rambacher and N. Tatbul and D. Cohen},
title = {{The Gluten Open-Source Software Project: Modernizing
Java-based Query Engines for the Lakehouse Era}},
booktitle = {{VLDB International Workshop on Composable Data Management
Systems (CDMS'23)}},
address = {Vancouver, Canada},
month = {August},
year = {2023}
}
@inproceedings{wba-dmlr23,
author = {M. Du and N. Tatbul and B. Rivers and A. K. Gupta and L. Hu
and W. Wang and R. Marcus and S. Zhou and I. Lee and
J. Gottschlich},
title = {{A Skew-Sensitive Evaluation Framework for Imbalanced Data
Classification}},
booktitle = {{CML Workshop on Data-centric Machine Learning Research
(DMLR@ICML'23)}},
address = {Honolulu, HI, USA},
month = {July},
year = {2023}
}
@article{vetl-vldb23,
author = {F. Kossmann and Z. Wu and E. Lai and N. Tatbul and L. Cao
and T. Kraska and S. Madden},
title = {{Extract-Transform-Load for Video Streams}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {16},
number = {9},
month = {May},
year = {2023}
}
@article{negi-vldb23,
author = {P. Negi and Z. Wu and A. Kipf and N. Tatbul and R. Marcus
and S. Madden and T. Kraska and M. Alizadeh},
title = {{Robust Query-Driven Cardinality Estimation under Changing
Workloads}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {16},
number = {6},
month = {February},
year = {2023}
}
@article{sds-sigrec22,
author = {A. Kumar and A. Halevy and N. Tatbul},
title = {{VLDB Scalable Data Science Category: The Inaugural Year}},
journal = {{ACM SIGMOD Record}},
volume = {51},
number = {3},
month = {September},
year = {2022}
}
@article{mp-tutorial-vldb22,
author = {A. Wasay and N. Tatbul and J. Gottschlich},
title = {{Machine Programming: Turning Data into Programmer
Productivity}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {15},
number = {12},
month = {August},
year = {2022}
}
@article{panel-sigrec22,
author = {M. Athanassoulis and P. Triantafillou and R. Appuswamy and
R. Bordawekar and B. Chandramouli and X. Cheng and
I. Manolescu and Y. Papakonstantinou and N. Tatbul},
title = {{Artifacts Availability \& Reproducibility (VLDB 2021
Round Table)}},
journal = {{ACM SIGMOD Record}},
volume = {51},
number = {2},
month = {June},
year = {2022}
}
@article{bao-sigrec22,
author = {R. Marcus and P. Negi and H. Mao and N. Tatbul and
M. Alizadeh and T. Kraska},
title = {{Bao: Making Learned Query Optimization Practical}},
journal = {{ACM SIGMOD Record, Special Issue on the 2021 ACM SIGMOD
Research Highlight Awards}},
volume = {51},
number = {1},
month = {March},
year = {2022}
}
@inproceedings{mach-cidr22,
author = {F. Solleza and A. Crotty and S. Karumuri and N. Tatbul
and S. Zdonik},
title = {{Mach: A Pluggable Metrics Storage Engine for the Age of
Observability}},
booktitle = {{Conference on Innovative Data Systems Research
(CIDR'22)}},
address = {Chaminade, CA, USA},
month = {January},
year = {2022}
}
@inproceedings{sdc-cidr22,
author = {S. Madden and J. Ding and T. Kraska and S. Sudhir and
D. Cohen and T. Mattson and N. Tatbul},
title = {{Self-Organizing Data Containers}},
booktitle = {{Conference on Innovative Data Systems Research
(CIDR'22)}},
address = {Chaminade, CA, USA},
month = {January},
year = {2022}
}
@article{exathlon-demo-vldb21,
author = {V. Jacob and F. Song and A. Stiegler and B. Rad and Y. Diao
and N. Tatbul},
title = {{A Demonstration of the Exathlon Benchmarking Platform for
Explainable Anomaly Detection}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {14},
number = {12},
month = {August},
year = {2021}
}
@article{exathlon-vldb21,
author = {V. Jacob and F. Song and A. Stiegler and B. Rad and Y. Diao
and N. Tatbul},
title = {{Exathlon: A Benchmark for Explainable Anomaly Detection
over Time Series}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {14},
number = {11},
month = {July},
year = {2021}
}
@article{flowloss-vldb21,
author = {P. Negi and R. Marcus and A. Kipf and H. Mao and N. Tatbul
and T. Kraska and M. Alizadeh},
title = {{Flow-Loss: Learning Cardinality Estimates That Matter}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {14},
number = {11},
month = {July},
year = {2021}
}
@techreport{lisa-biorxiv21,
author = {D. Ho and S. Kalikar and S. Misra and J. Ding and V. Md
and N. Tatbul and H. Li and T. Kraska},
title = {{LISA: Learned Indexes for Sequence Analysis}},
institution = {{bioRxiv}},
number = {2020.12.22.423964},
month = {July},
year = {2021}
}
@inproceedings{bao-sigmod21,
author = {R. Marcus and P. Negi and H. Mao and N. Tatbul and
M. Alizadeh and T. Kraska},
title = {{Bao: Making Learned Query Optimization Practical}},
booktitle = {{ACM SIGMOD International Conference on Management of
Data (SIGMOD'21)}},
address = {Xi'an, Shaanxi, China},
month = {June},
year = {2021}
}
@inproceedings{cidr21,
author = {S. Karumuri and F. Solleza and S. Zdonik and N. Tatbul},
title = {{Cloud Observability: A MELTing Pot for Petabytes of
Heterogenous Time Series}},
booktitle = {{Conference on Innovative Data Systems Research
(CIDR'21)}},
address = {Virtual Event},
month = {January},
year = {2021}
}
@article{sigrec20,
author = {S. Karumuri and F. Solleza and S. Zdonik and N. Tatbul},
title = {{Towards Observability Data Management at Scale}},
journal = {{ACM SIGMOD Record}},
volume = {49},
number = {4},
month = {December},
year = {2020}
}
@article{dagger-vldb20,
author = {E. Rezig and A. Brahmaroutu and N. Tatbul and M. Ouzzani
and N. Tang and T. Mattson and S. Madden and M. Stonebraker},
title = {{Debugging Large-Scale Data Science Pipelines using Dagger}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {13},
number = {12},
month = {August},
year = {2020}
}
@inproceedings{damon20,
author = {A. Shanbhag and N. Tatbul and D. Cohen and S. Madden},
title = {{Large-Scale In-Memory Analytics on Intel Optane DC
Persistent Memory}},
booktitle = {{ACM SIGMOD International Workshop on Data Management
on New Hardware (DaMoN'20)}}
address = {Portland, OR},
month = {June},
year = {2020}
}
@inproceedings{smdb20,
author = {P. Negi and R. Marcus and H. Mao and N. Tatbul and
T. Kraska and M. Alizadeh},
title = {{Cost-Guided Cardinality Estimation: Focus Where it
Matters}},
booktitle = {{IEEE ICDE International Workshop on Self-Managing
Database Systems (SMDB'20)}}
address = {Dallas, TX},
month = {April},
year = {2020}
}
@inproceedings{lisa-MLSys19,
author = {D. Ho and J. Ding and S. Misra and N. Tatbul and
V. Nathan and V. Md and T. Kraska},
title = {{LISA: Towards Learned DNA Sequence Search}},
booktitle = {{NeurIPS Workshop on Systems for Machine Learning
(MLSys'19)}}
address = {Vancouver, Canada},
month = {December},
year = {2019}
}
@inproceedings{autoperf-NeurIPS19,
author = {M. Alam and J. Gottschlich and N. Tatbul and J. Turek and
T. Mattson and A. Muzahid},
title = {{A Zero-Positive Learning Approach for Diagnosing Software
Performance Regressions}},
booktitle = {{33rd Annual Conference on Neural Information Processing
Systems (NeurIPS'19)}},
address = {Vancouver, Canada},
month = {December},
year = {2019}
}
@article{neo-pvldb19,
author = {R. Marcus and P. Negi and H. Mao and C. Zhang and
M. Alizadeh and T. Kraska and O. Papaemmanouil and
N. Tatbul},
title = {{Neo: A Learned Query Optimizer}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {12},
number = {11},
month = {July},
year = {2019}
}
@inproceedings{metroviz-sigmod19,
author = {P. Eichmann and F. Solleza and N. Tatbul and S. Zdonik},
title = {{Visual Exploration of Time Series Anomalies with
Metro-Viz}},
booktitle = {{ACM SIGMOD International Conference on Management of
Data (SIGMOD'19)}},
address = {Amsterdam, Netherlands},
month = {June},
year = {2019}
}
@inproceedings{sahin-icwe19,
author = {O. C. Sahin and P. Karagoz and N. Tatbul},
title = {{Streaming Event Detection in Microblogs: Balancing
Accuracy and Performance}},
booktitle = {{International Conference on Web Engineering (ICWE'19)}},
address = {Daejeon, Korea},
month = {June},
year = {2019}
}
@inproceedings{metroviz-chi19,
author = {P. Eichmann and F. Solleza and J. Tan and N. Tatbul and
S. Zdonik},
title = {{Metro-Viz: Black-Box Analysis of Time Series Anomaly
Detectors}},
booktitle = {{ACM CHI Conference on Human Factors in Computing Systems
(CHI'19)}},
address = {Glasgow, UK},
month = {May},
year = {2019}
}
@inproceedings{tatbul-cidr19,
author = {N. Tatbul},
title = {{Tools for Advanced Time Series Analytics: Enabling the
Future}},
booktitle = {{Conference on Innovative Data Systems Research
(CIDR'19)}},
address = {Asilomar, CA},
month = {January},
year = {2019}
}
@incollection{tatbul-turing19,
author = {N. Tatbul},
editor = {M. L. Brodie},
booktitle = {{Making Databases Work: The Pragmatic Wisdom of Michael
Stonebraker}},
title = {{The Aurora/Borealis/StreamBase Codelines: A Tale of Three
Systems}},
publisher = {{ACM and Morgan \& Claypool}},
month = {January},
year = {2019}
}
@inproceedings{tatbul-NeurIPS18,
author = {N. Tatbul and T. J. Lee and S. Zdonik and M. Alam
and J. Gottschlich},
title = {{Precision and Recall for Time Series}},
booktitle = {{32nd Annual Conference on Neural Information Processing
Systems (NeurIPS'18)}},
address = {Montreal, Canada},
month = {December},
year = {2018},
note = {spotlight paper}
}
@inproceedings{sahin-uyms18,
author = {O. C. Sahin and N. Tatbul and P. Karagoz},
title = {{Olay Tespiti Problemi icin Akan Veri Isleme Platformu
Kullanimi: Avantaj ve Kisitlarin Incelenmesi}},
booktitle = {{Ulusal Yazilim Muhendisligi Sempozyumu (UYMS'18)}},
address = {Istanbul, Turkiye},
month = {Eylul},
year = {2018}
}
@inproceedings{gottschlich-mapl18,
author = {J. Gottschlich and A. Solar-Lezama and N. Tatbul and
M. Carbin and M. Rinard and R. Barzilay and S. Amarasinghe
and J. B. Tenenbaum and T. Mattson},
title = {{The Three Pillars of Machine Programming}},
booktitle = {{ACM SIGPLAN International Workshop on Machine Learning
and Programming Languages (MAPL'18)}},
address = {Philadelphia, PA, USA},
month = {June},
year = {2018}
}
@article{AD_model-tr18,
author = {N. Tatbul and T. J. Lee and S. Zdonik and J. Gottschlich},
title = {{A New Model for Evaluating Range-Based Anomaly Detection
Algorithms}},
journal = {{ArXiv e-prints}},
volume = {abs/1803.03639},
year = {2018},
url = {https://arxiv.org/abs/1803.03639/},
archivePrefix = {arXiv},
eprint = {1803.03639}
}
@inproceedings{AD_model-sysml18,
author = {T. J. Lee and J. Gottschlich and N. Tatbul and E. Metcalf
and S. Zdonik},
title = {{Precision and Recall for Range-Based Anomaly Detection}},
booktitle = {{Inaugural Conference on Systems and Machine Learning
(SysML'18)}},
address = {Stanford, CA, USA},
month = {February},
year = {2018},
howpublished = {\url{https://arxiv.org/abs/1801.03175/}}
}
@inproceedings{AD_gh-sysml18,
author = {T. J. Lee and J. Gottschlich and N. Tatbul and E. Metcalf
and S. Zdonik},
title = {{Greenhouse: A Zero-Positive Machine Learning System for
Time-Series Anomaly Detection}},
booktitle = {{Inaugural Conference on Systems and Machine Learning
(SysML'18)}},
address = {Stanford, CA, USA},
month = {February},
year = {2018},
howpublished = {\url{https://arxiv.org/abs/1801.03168/}}
}
@incollection{tatbul-edbs18,
author = {N. Tatbul},
editor = {T. \"{O}zsu and L. Liu},
booktitle = {{Encyclopedia of Database Systems}},
title = {{Transactional Stream Processing}},
publisher = {{Springer}},
year = {2018}
}
@inproceedings{sstore-birte17,
author = {J. Du and J. Meehan and N. Tatbul and S. Zdonik},
title = {{Towards Dynamic Data Placement for Polystore Ingestion}},
booktitle = {{VLDB International Workshop on Real-Time Business
Intelligence and Analytics (BIRTE'17)}},
address = {Munich, Germany},
month = {August},
year = {2017}
}
@inproceedings{sstore-cidr17,
author = {J. Meehan and C. Aslantas and S. Zdonik and
N. Tatbul and J. Du},
title = {{Data Ingestion for the Connected World}},
booktitle = {{Conference on Innovative Data Systems Research
(CIDR'17)}},
address = {Chaminade, CA, USA},
month = {January},
year = {2017}
}
@inproceedings{sstore-hpec16,
author = {J. Meehan and S. Zdonik and S. Tian and Y. Tian and
N. Tatbul and A. Dziedzic and A. Elmore},
title = {{Integrating Real-Time and Batch Processing in a
Polystore}},
booktitle = {{IEEE High Performance Extreme Computing Conference
(HPEC'16)}},
address = {Waltham, MA, USA},
month = {September},
year = {2016}
}
@incollection{aurora-streambook16,
author = {U. \c{C}etintemel and D. J. Abadi and Y. Ahmad and
H. Balakrishnan and M. Balazinska and M. Cherniack and
J. Hwang and S. Madden and A. Maskey and A. Rasin and
E. Ryvkina and M. Stonebraker and N. Tatbul
and Y. Xing and S. Zdonik},
editor = {M. Garofalakis and J. Gehrke and R. Rastogi},
booktitle = {{Data Stream Management:
Processing High-Speed Data Streams}},
title = {{The Aurora and Borealis Stream Processing Engines}},
publisher = {{Springer}},
month = {July},
year = {2016}
}
@article{sstore-debull15,
author = {N. Tatbul and S. Zdonik and J. Meehan and C. Aslantas and
M. Stonebraker and K. Tufte and C. Giossi and H. Quach},
title = {{Handling Shared, Mutable State in Stream Processing
with Correctness Guarantees}},
journal = {{IEEE Data Engineering Bulletin,
Special Issue on Next-Generation Stream Processing}},
volume = {38},
number = {4},
month = {December},
year = {2015}
}
@article{sstore-pvldb15,
author = {J. Meehan and N. Tatbul and S. Zdonik and C. Aslantas and
U. Cetintemel and J. Du and T. Kraska and S. Madden and
D. Maier and A. Pavlo and M. Stonebraker and K. Tufte and
H. Wang},
title = {{S-Store: Streaming Meets Transaction Processing}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {8},
number = {13},
month = {September},
year = {2015}
}
@article{bigdawg-pvldb15,
author = {A. Elmore and J. Duggan and M. Stonebraker and M. Balazinska
and U. Cetintemel and V. Gadepally and J. Heer and B. Howe
and J. Kepner and T. Kraska and S. Madden and D. Maier and
T. Mattson and S. Papadopoulos and J. Parkhurst and
N. Tatbul and M. Vartak and S. Zdonik},
title = {{A Demonstration of the BigDAWG Polystore System}},
journal = {{The Proceedings of the VLDB Endowment (PVLDB)}},
volume = {8},
number = {12},
month = {August},
year = {2015}
}
@inproceedings{sstore-vldb14,
author = {U. Cetintemel and J. Du and T. Kraska and S. Madden and
D. Maier and J. Meehan and A. Pavlo and M. Stonebraker and
E. Sutherland and N. Tatbul and K. Tufte and H. Wang and
S. Zdonik},
title = {{S-Store: A Streaming NewSQL System for Big Velocity
Applications (Demonstration)}},
booktitle = {{International Conference on Very Large Data Bases
(VLDB'14)}},
address = {Hangzhou, China},
month = {September},
year = {2014}
}
@article{ariadne-toit14,
author = {B. Glavic and K. Sheykh Esmaili and P. M. Fischer and
N. Tatbul},
title = {{Efficient Stream Provenance via Operator Instrumentation}},
journal = {{ACM Transactions on Internet Technology (TOIT)}},
volume = {14},
number = {1},
month = {July},
year = {2014}
}
@inproceedings{sigmod14-panel,
author = {F. Ozcan and N. Tatbul and D. J. Abadi and M. Kornacker and
C. Mohan and K. Ramasamy and J. L. Wiener},
title = {{Are We Experiencing a Big Data Bubble? (Industrial Panel)}},
booktitle = {{ACM SIGMOD International Conference on Management of
Data (SIGMOD'14)}},
address = {Snowbird, UT, USA},
month = {June},
year = {2014}
}
@article{secret-vldbj13,
author = {N. Dindar and N. Tatbul and R. J. Miller and L. Haas
and I. Botan},
title = {{Modeling the Execution Semantics of Stream Processing
Engines with SECRET}},
journal = {{VLDB Journal}},
volume = {22},
number = {4},
month = {August},
year = {2013}
}
@inproceedings{debs13-adaptive,
author = {C. Balkesen and M. T. Ozsu and N. Tatbul},
title = {{Adaptive Input Admission and Management
for Parallel Stream Processing}},
booktitle = {{ACM International Conference on Distributed Event-Based
Systems (DEBS'13)}},
address = {Arlington, TX, USA},
month = {June},
year = {2013}
}
@inproceedings{debs13-rip,
author = {C. Balkesen and N. Dindar and M. Wetter and N. Tatbul},
title = {{RIP: Run-based Intra-query Parallelism
for Scalable Complex Event Processing}},
booktitle = {{ACM International Conference on Distributed Event-Based
Systems (DEBS'13)}},
address = {Arlington, TX, USA},
month = {June},
year = {2013}
}
@inproceedings{debs13-ariadne,
author = {B. Glavic and K. Sheykh Esmaili and P. M. Fischer
and N. Tatbul},
title = {{Ariadne: Managing Fine-Grained Provenance on Data Streams}},
booktitle = {{ACM International Conference on Distributed Event-Based
Systems (DEBS'13)}},
address = {Arlington, TX, USA},
month = {June},
year = {2013}
}
@techreport{ariadne-tr12,
author = {B. Glavic and K. Sheykh-Esmaili and P. M. Fischer and
N. Tatbul},
title = {{Ariadne: Managing Fine-Grained Provenance on Data Streams}},
institution = {{ETH Zurich Department of Computer Science}},
number = {TR-771},
month = {September},
year = {2012}
}
@inproceedings{kienzler-eccb12,
author = {R. Kienzler and N. Tatbul and R. Bruggmann},
title = {{A Stream-based Approach to Massively Parallel NGS Data
Analysis in the Cloud (Poster)}},
booktitle = {{European Conference on Computational Biology (ECCB'12)}},
address = {{Basel Switzerland}},
month = {September},
year = {2012}
}
@inproceedings{kienzler-ssdbm12,
author = {R. Kienzler and R. Bruggmann and A. Ranganathan and
N. Tatbul},
title = {{Incremental DNA Sequence Analysis in the Cloud
(Demonstration)}},
booktitle = {{International Conference on Scientific and Statistical
Database Management (SSDBM'12)}},
address = {{Chania, Crete, Greece}},
month = {June},
year = {2012}
}
@inproceedings{kienzler-dmc12,
author = {R. Kienzler and R. Bruggmann and A. Ranganathan and
N. Tatbul},
title = {{Stream As You Go: The Case for Incremental Data Access
and Processing in the Cloud}},
booktitle = {{IEEE ICDE International Workshop on Data Management
in the Cloud (DMC'12)}},
address = {{Washington, DC, USA}},
month = {April},
year = {2012}
}
@inproceedings{sms-edbt12,
author = {I. Botan and P. M. Fischer and D. Kossmann and N.Tatbul},
title = {{Transactional Stream Processing}},
booktitle = {{International Conference on Extending Database Technology
(EDBT'12)}},
address = {Berlin, Germany},
month = {March},
year = {2012}
}
@article{upstream-vldbj11,
author = {A. Moga and I. Botan and N. Tatbul},
title = {{UpStream: Storage-centric Load Management for Streaming
Applications with Update Semantics}},
journal = {{VLDB Journal}},
volume = {20},
number = {6},
month = {December},
year = {2011}
}
@inproceedings{exoengine-middleware11,
author = {M. Duller and J. S. Rellermeyer and G. Alonso and N. Tatbul},
title = {{Virtualizing Stream Processing}},
booktitle = {{ACM/IFIP/USENIX 12th International Middleware Conference
(Middleware'11)}},
address = {Lisbon, Portugal},
month = {December},
year = {2011}
}
@inproceedings{ozal-iwgs11,
author = {A. Ozal and A. Ranganathan and N. Tatbul},
title = {{Real-time Route Planning with Stream Processing Systems:
A Case Study for the City of Lucerne}},
booktitle = {{ACM SIGSPATIAL International Workshop on GeoStreaming
(IWGS'11)}},
address = {Chicago, IL, USA},
month = {November},
year = {2011}
}
@inproceedings{kienzler-vhpc11,
author = {R. Kienzler and R. Bruggmann and A. Ranganathan and
N. Tatbul},
title = {{Large-scale DNA Sequence Analysis in the Cloud:
A Stream-based Approach}},
booktitle = {{Euro-Par 6th Workshop on Virtualization in
High-Performance Cloud Computing (VHPC'11)}},
address = {Bordeaux, France},
month = {August},
year = {2011}
}
@inproceedings{parallel-dmsn11,
author = {C. Balkesen and N. Tatbul},
title = {{Scalable Data Partitioning Techniques for Parallel Sliding
Window Processing over Data Streams}},
booktitle = {{VLDB International Workshop on Data Management for Sensor
Networks (DMSN'11)}},
address = {Seattle, WA, USA},
month = {August},
year = {2011}
}
@inproceedings{upstream-vldb11,
author = {A. Moga and N. Tatbul},
title = {{UpStream: A Storage-centric Load Management System for
Real-time Update Streams (Demonstration)}},
booktitle = {{International Conference on Very Large Data Bases
(VLDB'11)}},
address = {Seattle, WA, USA},
month = {August},
year = {2011}
}
@inproceedings{dejavu-debs11,
author = {N. Dindar and P. M. Fischer and M. Soner and N. Tatbul}
title = {{Efficiently Correlating Complex Events over Live
and Archived Data Streams}},
booktitle = {{ACM International Conference on Distributed Event-Based
Systems (DEBS'11)}},
address = {New York, NY, USA},
month = {July},
year = {2011}
}
@inproceedings{dejavu-debs11-poster,
author = {N. Dindar and P. M. Fischer and N. Tatbul}
title = {{DejaVu: A Complex Event Processing System for Pattern
Matching over Live and Historical Data Streams (Poster)}},
booktitle = {{ACM International Conference on Distributed Event-Based
Systems (DEBS'11)}},
address = {New York, NY, USA},
month = {July},
year = {2011}
}
@techreport{debs11-tr749,
author = {L. Aders, R. Buffat, Z. Chothia, M. Wetter, C. Balkesen,
P. M. Fischer, N. Tatbul},
title = {{DEBS'11 Grand Challenge: Streams, Rules, or a Custom
Solution?}},
institution = {{ETH Zurich Department of Computer Science}},
number = {TR-749},
month = {July},
year = {2011}
}
@inproceedings{dmcq-sigmod11,
author = {K. Sheykh-Esmaili and T. Sanamrad and P. M. Fischer and
N. Tatbul},
title = {{Changing Flights in Mid-air: A Model for Safely Modifying
Continuous Queries}},
booktitle = {{ACM SIGMOD International Conference on Management of
Data (SIGMOD'11)}},
address = {Athens, Greece},
month = {June},
year = {2011}
}
@inproceedings{ariadne-dsep11,
author = {B. Glavic and K. Sheykh-Esmaili and P. M. Fischer and
N. Tatbul},
title = {{The Case for Fine-Grained Stream Provenance}},
booktitle = {{BTW Workshop on Data Streams and Event Processing
(DSEP'11)}},
address = {Kaiserslautern, Germany},
month = {February},
year = {2011}
}
@inproceedings{maxstream-vldb10,
author = {I. Botan and R. Derakhshan and N. Dindar and
L. Haas and R. J. Miller and N. Tatbul},
title = {{SECRET: A Model for Analysis of the Execution Semantics
of Stream Processing Systems}},
booktitle = {{International Conference on Very Large Data Bases
(VLDB'10)}},
address = {Singapore},
month = {September},
year = {2010}
}
@inproceedings{maxstream-ntii10,
author = {N. Tatbul},
title = {{Streaming Data Integration: Challenges and Opportunities}},
booktitle = {{IEEE ICDE International Workshop on New Trends in
Information Integration (NTII'10)}},
address = {Long Beach, CA},
month = {March},
year = {2010}
}
@inproceedings{maxstream-icde10,
author = {I. Botan and Y. Cho and R. Derakhshan and N. Dindar and
L. Haas and K. Kim and C. Lee and G. Mundada and M. Shan
and N. Tatbul and Y. Yan and B. Yun and J. Zhang},
title = {{A Demonstration of the MaxStream Federated Stream
Processing Architecture (Demonstration)}},
booktitle = {{IEEE International Conference on Data Engineering
(ICDE'10)}},
address = {Long Beach, CA},
month = {March},
year = {2010}
}
@techreport{maxstream-tr09,
author = {I. Botan and Y. Cho and R. Derakhshan and N. Dindar and
L. Haas and K. Kim and C. Lee and G. Mundada and M. Shan
and N. Tatbul and Y. Yan and B. Yun and J. Zhang},
title = {{Design and Implementation of the MaxStream Federated
Stream Processing Architecture}},
institution = {{ETH Zurich Department of Computer Science}},
number = {TR-632},
month = {June},
year = {2009}
}
@techreport{upstream-tr09,
author = {A. Moga and I. Botan and N. Tatbul},
title = {{UpStream: Storage-centric Load Management for Data Streams
with Update Semantics}},
institution = {{ETH Zurich Department of Computer Science}},
number = {TR-620},
month = {March},
year = {2009}
}
@inproceedings{maxstream-birte09,
author = {I. Botan and Y. Cho and R. Derakhshan and N. Dindar and
L. Haas and K. Kim and N. Tatbul},
title = {{Federated Stream Processing Support for Real-Time Business
Intelligence Applications}},
booktitle = {{VLDB International Workshop on Enabling Real-Time for
Business Intelligence (BIRTE'09)}},
address = {Lyon, France},
month = {August},
year = {2009}
}
@article{dejavu-pc09,
author = {N. Dindar and \c{C}. Balkesen and K. Kromwijk and N. Tatbul},
title = {{Event Processing Support for Cross-Reality Environments}},
journal = {{IEEE Pervasive Computing, Special Issue on
Cross-Reality Environments}},
volume = {8},
number = {3},
month = {July},
year = {2009}
}
@inproceedings{dejavu-sigmod09,
author = {N. Dindar and B. G\"{u}\c{c} and P. Lau and A. \"{O}zal
and M. Soner and N. Tatbul},
title = {{DejaVu: Declarative Pattern Matching over Live and
Archived Streams of Events (Demonstration)}},
booktitle = {{ACM SIGMOD International Conference on Management of
Data (SIGMOD'09)}},
address = {Providence, RI},
month = {June},
year = {2009}
}
@inproceedings{sms-edbt09,
author = {I. Botan and G. Alonso and P. M. Fischer and D. Kossmann
and N.Tatbul},
title = {{Flexible and Scalable Storage Management for
Data-intensive Stream Processing}},
booktitle = {{International Conference on Extending Database Technology
(EDBT'09)}},
address = {Saint Petersburg, Russia},
month = {March},
year = {2009}
}
@incollection{tatbul-edbs09,
author = {N. Tatbul}
editor = {T. \"{O}zsu and L. Liu},
booktitle = {{Encyclopedia of Database Systems}},
title = {{Load Shedding}},
publisher = {{Springer}},
year = {2009}
}
@article{sg-sigrec08,
author = {G. Alonso and D. Kossmann and T. Roscoe and N. Tatbul
and A. Baumann and C. Binnig and P. Fischer and O. Riva
and J. Teubner},
title = {{The ETH Zurich Systems Group and Enterprise Computing
Center}},
journal = {{ACM SIGMOD Record}},
volume = {37},
number = {4},
month = {December},
year = {2008}
}
@inproceedings{ced-vldb08,
author = {M. Akdere and and U. \c{C}etintemel and N. Tatbul},
title = {{Plan-based Complex Event Detection Across Distributed
Sources}},
booktitle = {{International Conference on Very Large Data Bases
(VLDB'08)}},
address = {Auckland, New Zealand},
month = {August},
year = {2008}
}
@incollection{borealis-gsnbook08,
author = {N. Tatbul and Y. Ahmad and U. \c{C}etintemel and
J. Hwang and Y. Xing and S. Zdonik},
editor = {A. Labrinidis and S. Nittel and A. Stefanidis},
booktitle = {{Advances in Geosensor Networks}},
title = {{Load Management and High Availability in the
Borealis Distributed Stream Processing Engine}},
publisher = {{LNCS 4540, Springer}},
month = {August},
year = {2008}
}
@inproceedings{tatbul-vldb07,
author = {N. Tatbul and U. \c{C}etintemel and S. Zdonik},
title = {{Staying FIT: Efficient Load Shedding Techniques for
Distributed Stream Processing}},
booktitle = {{International Conference on Very Large Data Bases
(VLDB'07)}},
address = {Vienna, Austria},
month = {September},
year = {2007}
}
@phdthesis{tatbul-phdthesis06,
author = {N. Tatbul},
title = {{Load Shedding Techniques for Data Stream
Management Systems}},
school = {{Brown University}},
address = {Providence, RI},
month = {December},
year = {2006}
}
@inproceedings{borealis-gsn06,
author = {Y. Ahmad and B. Berg and U. \c{C}etintemel and
M. Humphrey and J. Hwang and A. Jhingran and A. Maskey and
O. Papaemmanouil and A. Rasin and N. Tatbul and W. Xing and
Y. Xing and S. Zdonik},
title = {{The Borealis Distributed Stream Processing Engine
(Invited Demonstration)}},
booktitle = {{International Conference on GeoSensor Networks (GSN'06)}},
address = {Boston, MA},
month = {October},
year = {2006}
}
@inproceedings{tatbul-vldb06,
author = {N. Tatbul and S. Zdonik},
title = {{Window-aware Load Shedding for Aggregation Queries
over Data Streams}},
booktitle = {{International Conference on Very Large Data Bases
(VLDB'06)}},
address = {Seoul, Korea},
month = {September},
year = {2006}
}
@inproceedings{tatbul-netdb06,
author = {N. Tatbul and S. Zdonik},
title = {{Dealing with Overload in Distributed Stream Processing
Systems}},
booktitle = {{IEEE ICDE International Workshop on Networking Meets
Databases (NetDB'06)}},
address = {Atlanta, GA},
month = {April},
year = {2006}
}
@inproceedings{borealis-sigmod05,
author = {Y. Ahmad and B. Berg and U. \c{C}etintemel and
M. Humphrey and J. Hwang and A. Jhingran and A. Maskey and
O. Papaemmanouil and A. Rasin and N. Tatbul and W. Xing and
Y. Xing and S. Zdonik},
title = {{Distributed Operation in the Borealis Stream Processing
Engine (Demonstration)}},
booktitle = {{ACM SIGMOD International Conference on Management of
Data (SIGMOD'05)}},
address = {Baltimore, MD},
month = {June},
year = {2005}
}
@inproceedings{borealis-cidr05,
author = {D. Abadi and Y. Ahmad and M. Balazinska and
U. \c{C}etintemel and M. Cherniack and J. Hwang and
W. Lindner and A. Maskey and A. Rasin and E. Ryvkina and
N. Tatbul and Y. Xing and S. Zdonik},
title = {{The Design of the Borealis Stream Processing Engine}},
booktitle = {{Conference on Innovative Data Systems Research (CIDR'05)}},
address = {Asilomar, CA},
month = {January},
year = {2005}
}
@incollection{aurora-redbook05,
author = {H. Balakrishnan and M. Balazinska and D. Carney
and U. \c{C}etintemel and M. Cherniack and
C. Convey and E. Galvez and J. Salz and
M. Stonebraker and N. Tatbul and R. Tibbetts
and S. Zdonik},
editor = {J. M. Hellerstein and M. Stonebraker},
booktitle = {{Readings in Database Systems}},
title = {{Retrospective on Aurora}},
publisher = {{MIT Press}},
edition = {4th},
month = {January},
year = {2005}
}
@article{aurora-vldbj04,
author = {H. Balakrishnan and M. Balazinska and D. Carney
and U. \c{C}etintemel and M. Cherniack and
C. Convey and E. Galvez and J. Salz and
M. Stonebraker and N. Tatbul and R. Tibbetts
and S. Zdonik},
title = {{Retrospective on Aurora}},
journal = {{VLDB Journal, Special Issue on Data Stream Processing}},
volume = {13},
number = {4},
year = {2004}
}
@inproceedings{tatbul-dmsn04,
author = {N. Tatbul and M. Buller and R. Hoyt and S. Mullen and
S. Zdonik},
title = {{Confidence-based Data Management for Personal Area Sensor
Networks}},
booktitle = {{VLDB International Workshop on Data Management for Sensor
Networks (DMSN'04)}},
address = {Toronto, Canada},
month = {September},
year = {2004}
}
@inproceedings{tatbul-vldb03,
author = {N. Tatbul and U. \c{C}etintemel and S. Zdonik
and M. Cherniack and M. Stonebraker},
title = {{Load Shedding in a Data Stream Manager}},
booktitle = {{International Conference on Very Large Data Bases
(VLDB'03)}},
address = {Berlin, Germany},
month = {September},
year = {2003}
}
@article{aurora-vldbj03,
author = {D. Abadi and D. Carney and U. \c{C}etintemel
and M. Cherniack and C. Convey and S. Lee
and M. Stonebraker and N. Tatbul and S. Zdonik},
title = {{Aurora: A New Model and Architecture for Data Stream
Management}},
journal = {{VLDB Journal, Special Issue on Best Papers of VLDB 2002}},
volume = {12},
number = {2},
year = {2003}
}
@inproceedings{aurora-sigmod03,
author = {D. Abadi and D. Carney and U. \c{C}etintemel and
M. Cherniack and C. Convey and C. Erwin and E. Galvez and
M. Hatoun and J. Hwang and A. Maskey and A. Rasin and
A. Singer and M. Stonebraker and N. Tatbul and Y. Xing and
R.Yan and S. Zdonik},
title = {{Aurora: A Data Stream Management System (Demonstration)}},
booktitle = {{ACM SIGMOD International Conference on Management of
Data (SIGMOD'03)}},
address = {San Diego, CA},
month = {June},
year = {2003}
}
@inproceedings{tatbul-mpds03,
author = {N. Tatbul and U. \c{C}etintemel and S. Zdonik
and M. Cherniack and M. Stonebraker},
title = {{Load Shedding on Data Streams}},
booktitle = {{ACM SIGMOD Workshop on Management and Processing of Data
Streams (MPDS'03)}},
address = {San Diego, CA},
month = {June},
year = {2003}
}
@inproceedings{aurora-vldb02,
author = {D. Carney and U. \c{C}etintemel and M. Cherniack and
C. Convey and S. Lee and G. Seidman and M. Stonebraker and
N. Tatbul and S. Zdonik},
title = {{Monitoring Streams - A New Class of Data Management
Applications}},
booktitle = {{International Conference on Very Large Data Bases
(VLDB'02)}},
address = {Hong Kong, China},
month = {August},
year = {2002}
}
@inproceedings{tatbul-edbt-phd02,
author = {N. Tatbul},
title = {{OoS-Driven Load Shedding on Data Streams}},
booktitle = {{EDBT Ph.D. Workshop}},
address = {Prague, Czech Republic},
month = {March},
year = {2002},
}
@incollection{tatbul-lncs2490,
author = {N. Tatbul},
editor = {Akmal B. Chaudhri and Rainer Unland and Chabane Djeraba and
Wolfgang Lindner},
booktitle = {{EDBT 2002 Workshops}},
title = {{OoS-Driven Load Shedding on Data Streams}},
publisher = {{Springer}},
series = {{Lecture Notes in Computer Science}},
volume = {2490},
month = {March},
year = {2002}
}
@techreport{tatbul-tr-dataintegration01,
author = {N. Tatbul and O. Karpenko and C. Convey and J. Yan},
title = {{Data Integration Services}},
institution = {{Brown University, Computer Science}},
number = {},
month = {May},
year = {2001}
}
@techreport{tatbul-tr-cs0109,
author = {N. Tatbul},
title = {{Index Structures and Algorithms for Efficient Profile
Matching}},
institution = {{Brown University, Computer Science}},
number = {{CS-01-09}},
month = {April},
year = {2001}
}
@inproceedings{metuflow-coopis00,
author = {A. Do\u{g}a\c{c} and Y. Tamba\u{g} and A. T\"{u}mer
and M. Ezbiderli and N. Tatbul and N. Hamal{\i} and
C. \.{I}cdem and C. Beeri},
title = {{A Workflow System through Cooperating Agents for
Control and Document Flow over the Internet"}},
booktitle = {{International Conference on Cooperative Information
Systems (CoopIS'00)}},
address = {Eilat, Israel},
month = {September},
year = {2000}
}
@article{metuemar-ijdl00,
author = {S. Arp{\i}nar and A. Do\u{g}a\c{c} and N. Tatbul},
title = {{An Open Electronic Marketplace through Agent-based
Workflows: MOPPET}},
journal = {{International Journal on Digital Libraries}},
volume = {3},
number = {1},
month = {July},
year = {2000}
}
@inproceedings{metuflow-icde00,
author = {A. Do\u{g}a\c{c} and M. Ezbiderli and Y. Tamba\u{g}
and C. \.{I}cdem and A. T\"{u}mer and N. Tatbul and
N. Hamal{\i} and C. Beeri},
title = {{The MARIFlow Workflow Management System}},
booktitle = {{IEEE International Conference on Data Engineering
(ICDE'00)}},
address = {San Diego, CA},
month = {March},
year = {2000}
}
@inproceedings{metuflow-doa99,
author = {\.{I}. \c{C}ingil and A. Do\u{g}a\c{c} and N.
Tatbul and S. Arp{\i}nar},
title = {{An Adaptable Workflow System Architecture on the Internet
for Electronic Commerce Applications}},
booktitle = {{International Symposium on Distributed Objects and
Applications (DOA'99)}},
address = {Edinburgh, UK},
month = {September},
year = {1999}
}
@incollection{metuflow-marexpobook99,
author = {A. Do\u{g}a\c{c} and C. Beeri and A. T\"{u}mer and
M. Ezbiderli and N. Tatbul and C. \.{I}cdem and
G. Erus and O. \c{C}etinkaya and N. Hamal{\i}},
editor = {C. Guedes Soares and J. Brodda},
booktitle = {{Application of Information Technologies
to the Maritime Industry}},
title = {{MARIFlow: A Workflow Management System for
Maritime Industry}},
publisher = {{EU/ESPRIT Program, MAREXPO Consortium}},
month = {June},
year = {1999}
}
@incollection{metuemar-ideabook99,
author = {A. Do\u{g}a\c{c} and \.{I}. Durusoy and S. Arp{\i}nar and
N. Tatbul and P. K\"{o}ksal},
editor = {A. Do\u{g}a\c{c} and T. \"{O}zsu and \"{O}. Ulusoy},
booktitle = {{Current Trends in Data Management Technology}},
title = {{An Electronic Marketplace Architecture}},
publisher = {{Idea Group Publishing}},
month = {February},
year = {1999}
}
@article{metuemar-sigmodrecord98,
author = {A. Do\u{g}a\c{c} and \.{I}. Durusoy and S. Arp{\i}nar and
N. Tatbul and P. K\"{o}ksal and \.{I}. \c{C}ingil and
N. Dimililer},
title = {{A Workflow-based Electronic Marketplace on the Web}},
journal = {{ACM SIGMOD Record}},
volume = {27},
number = {4},
month = {December},
year = {1998}
}
@inproceedings{metuemar-ecdl98,
author = {A. Do\u{g}a\c{c} and \.{I}. Durusoy and S. Arp{\i}nar and
E. G\"{o}kkoca and N. Tatbul and P. K\"{o}ksal},
title = {{METU-EMar: Agent-based Electronic Marketplace on the Web}},
booktitle = {{European Conference on Research and Advanced Technology
for Digital Libraries (ECDL'98), Delos Workshop}},
address = {Crete, Greece},
month = {September},
year = {1998}
}
@inproceedings{metuflow-iadt98,
author = {P. Karag\"{o}z and S. Arp{\i}nar and P. K\"{o}ksal and
N. Tatbul and E. G\"{o}kkoca and A. Do\u{g}a\c{c}},
title = {{Task Handling in Workflow Management Systems}},
booktitle = {{International Workshop on Issues and Applications of
Database Technology (IADT'98)}},
address = {Berlin, Germany},
month = {June},
year = {1998}
}
@mastersthesis{tatbul-msthesis98,
author = {N. Tatbul},
title = {{Guard Generation for a Distributed Workflow
Enactment Service}},
school = {{Middle East Technical University (METU)}},
address = {Ankara, Turkey},
month = {February},
year = {1998}
}
@incollection{metuflow-natobook98,
author = {A. Do\u{g}a\c{c} and E. G\"{o}kkoca and S. Arp{\i}nar and
P. K\"{o}ksal and \.{I}. \c{C}ingil and B. Arp{\i}nar and
N. Tatbul and P. Karag\"{o}z and U. Hal{\i}c{\i} and
M. Alt{\i}nel},
editor = {A. Do\u{g}a\c{c} and L. Kalinichenko and T. \"{O}zsu and
A. Sheth},
booktitle = {{Advances in Workflow Management Systems and
Interoperability}},
title = {{Design and Implementation of a Distributed Workflow
Management System: METUFlow}},
publisher = {{Springer-Verlag}},
year = {1998}
}
@inproceedings{metuflow-iscis97,
author = {N. Tatbul and S. Nural and P. Karag\"{o}z and
\.{I}. \c{C}ingil and E. G\"{o}kkoca and M. Alt{\i}nel
and P. K\"{o}ksal and A. Do\u{g}a\c{c} and T. \"{O}zsu},
title = {{A Workflow Specification Language and its Scheduler}},
booktitle = {{International Symposium on Computer and Information
Sciences (ISCIS'97)}},
address = {Antalya, Turkey},
month = {October},
year = {1997}
}
@inproceedings{metuflow-coopis97,
author = {E. G\"{o}kkoca and M. Alt{\i}nel and \.{I}. \c{C}ingil and
N. Tatbul and P. K\"{o}ksal and A. Do\u{g}a\c{c}},
title = {{Design and Implementation of a Distributed Workflow
Enactment Service}},
booktitle = {{International Conference on Cooperative Information
Systems (CoopIS'97)}},
address = {Kiawah Island, SC},
month = {June},
year = {1997}
}