Publications
[ DBLP
]
[ Google
Scholar ]
[Citations]
2023
-
C. Anneser, M. Petrucelli, N. Tatbul, D. Cohen, Z. Xu, P. Pandian, N. Laptev, R. Marcus, A. Kemper, "QO-Insight: Inspecting Steered Query Optimizers", Demonstration, PVLDB 16(12), August 2023.
[code]
[bibtex]
-
A. Shankaran, G. Gu, W. Chen, B. Yang, C. Kulkarni, M. Rambacher, N. Tatbul, D. Cohen, "The Gluten Open-Source Software Project: Modernizing Java-based Query Engines for the Lakehouse Era", VLDB International Workshop on Composable Data Management Systems (CDMS'23), Vancouver, Canada, August 2023.
[code]
[bibtex]
-
M. Du, N. Tatbul, B. Rivers, A. K. Gupta, L. Hu, W. Wang, R. Marcus, S. Zhou, I. Lee, J. Gottschlich, "A Skew-Sensitive Evaluation Framework for Imbalanced Data Classification", ICML Workshop on Data-centric Machine Learning Research (DMLR@ICML'23), Honolulu, HI, USA, July 2023.
[code]
[poster]
[bibtex]
-
P. Negi, Z. Wu, A. Kipf, N. Tatbul, R. Marcus, S. Madden, T. Kraska, M. Alizadeh, "Robust Query-Driven Cardinality Estimation under Changing Workloads", PVLDB 16(6), February 2023.
[code]
[bibtex]
2022
-
M. Athanassoulis, P. Triantafillou, R. Appuswamy, R. Bordawekar, B. Chandramouli, X. Cheng, I. Manolescu, Y. Papakonstantinou, N. Tatbul, "Artifacts Availability & Reproducibility (VLDB 2021 Round Table)", Reports Column,
ACM SIGMOD Record 51(2), June 2022.
[bibtex]
-
F. Solleza, A. Crotty, S. Karumuri, N. Tatbul, S. Zdonik, "Mach: A Pluggable Metrics Storage Engine for the Age of Observability", Conference on Innovative Data Systems Research (CIDR'22), Chaminade, CA, USA, January 2022.
[talk video]
[bibtex]
-
S. Madden, J. Ding, T. Kraska, S. Sudhir, D. Cohen, T. Mattson, N. Tatbul, "Self-Organizing Data Containers", Conference on Innovative Data Systems Research (CIDR'22), Chaminade, CA, USA, January 2022.
[talk video]
[bibtex]
2021
-
D. Ho, S. Kalikar, S. Misra, J. Ding, V. Md, N. Tatbul, H. Li, T. Kraska, "LISA: Learned Indexes for Sequence Analysis", bioRxiv 2020.12.22.423964, July 2021.
[code]
[bibtex]
-
R. Marcus, P. Negi, H. Mao, N. Tatbul, M. Alizadeh, T. Kraska, "Bao: Making Learned Query Optimization Practical", ACM SIGMOD International Conference on Management of Data (SIGMOD'21), Xi'an, Shaanxi, China, June 2021. (Best Paper Award + ACM SIGMOD Research Highlight Award)
[code]
[talk video]
[bibtex]
2020
-
E. Rezig, A. Brahmaroutu, N. Tatbul, M. Ouzzani, N. Tang, T. Mattson, S. Madden, M. Stonebraker, "Debugging Large-Scale Data Science Pipelines using Dagger", Demonstration, PVLDB 13(12), August 2020.
[bibtex]
-
P. Negi, R. Marcus, H. Mao, N. Tatbul, T. Kraska, M. Alizadeh, "Cost-Guided Cardinality Estimation: Focus Where it Matters", IEEE ICDE International Workshop on Self-Managing Database Systems (SMDB'20), Dallas, TX, USA, April 2020.
[bibtex]
2019
-
D. Ho, J. Ding, S. Misra, N. Tatbul, V. Nathan, V. Md, T. Kraska, "LISA: Towards Learned DNA Sequence Search", NeurIPS Workshop on Systems for Machine Learning (MLSys'19), Vancouver, Canada, December 2019. (Oral Presentation)
[bibtex]
-
M. Alam, J. Gottschlich, N. Tatbul, J. Turek, T. Mattson, A. Muzahid, "A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions", 33rd Annual Conference on Neural Information Processing Systems (NeurIPS'19), Vancouver, Canada, December 2019.
[code]
[3min video]
[slides]
[poster]
[bibtex]
-
R. Marcus, P. Negi, H. Mao, C. Zhang, M. Alizadeh, T. Kraska, O. Papaemmanouil, N. Tatbul, "Neo: A Learned Query Optimizer", PVLDB 12(11), July 2019. [bibtex]
-
P. Eichmann, F. Solleza, J. Tan, N. Tatbul, S. Zdonik, "Metro-Viz: Black-Box Analysis of Time Series Anomaly Detectors", Late Breaking Work, ACM CHI Conference on Human Factors in Computing Systems (CHI'19), Glasgow, UK, May 2019. [bibtex]
2018
-
J. Gottschlich, A. Solar-Lezama, N. Tatbul, M. Carbin, M. Rinard, R. Barzilay, S. Amarasinghe, J. B. Tenenbaum, T. Mattson, "The Three Pillars of Machine Programming", ACM SIGPLAN International Workshop on Machine Learning and Programming Languages (MAPL'18), Philadelphia, PA, USA, June 2018.
[bibtex]
-
T. J. Lee, J. Gottschlich, N. Tatbul, E. Metcalf, S. Zdonik, "Precision and Recall for Range-Based Anomaly Detection", Inaugural Conference on Systems and Machine Learning (SysML'18), Stanford, CA, USA, February 2018.
[poster]
[bibtex]
-
T. J. Lee, J. Gottschlich, N. Tatbul, E. Metcalf, S. Zdonik, "Greenhouse: A Zero-Positive Machine Learning System for Time-Series Anomaly Detection", Inaugural Conference on Systems and Machine Learning (SysML'18), Stanford, CA, USA, February 2018.
[poster]
[bibtex]
2017
-
J. Meehan, C. Aslantas, S. Zdonik, N. Tatbul, J. Du,
"Data Ingestion for the Connected
World", Conference on Innovative Data Systems Research
(CIDR'17),
Chaminade, CA, USA,
January 2017.
[talk slides]
[bibtex]
2016
-
U. Cetintemel, D. J. Abadi, Y. Ahmad, H. Balakrishnan, M. Balazinska,
M. Cherniack, J. Hwang, S. Madden, A. Maskey, A. Rasin, E. Ryvkina,
M. Stonebraker, N. Tatbul, Y. Xing, S. Zdonik,
"The Aurora and Borealis Stream
Processing Engines",
Book chapter in "Data Stream Management: Processing High-Speed Data
Streams", edited by M. Garofalakis, J. Gehrke, R. Rastogi, Springer,
July 2016. [bibtex]
2015
- N. Tatbul, S. Zdonik, J. Meehan, C. Aslantas, M. Stonebraker, K. Tufte,
C. Giossi, H. Quach,
"Handling Shared, Mutable State
in Stream Processing with Correctness Guarantees",
IEEE Data Engineering Bulletin 38(4),
Special Issue on Next-Generation Stream Processing, December 2015.
[bibtex]
- J. Meehan, N. Tatbul, S. Zdonik, C. Aslantas, U. Cetintemel, J. Du,
T. Kraska, S. Madden, D. Maier, A. Pavlo, M. Stonebraker, K. Tufte, H. Wang,
"S-Store: Streaming Meets Transaction
Processing",
PVLDB 8(13), September 2015.
[code]
[bibtex]
- A. Elmore, J. Duggan, M. Stonebraker, M. Balazinska, U. Cetintemel, V. Gadepally, J. Heer, B. Howe, J. Kepner, T. Kraska, S. Madden, D. Maier, T. Mattson, S. Papadopoulos, J. Parkhurst, N. Tatbul, M. Vartak, S. Zdonik,
"A Demonstration of the BigDAWG Polystore System",
PVLDB 8(12), August 2015.
[bibtex]
2014
- U. Cetintemel, J. Du, T. Kraska, S. Madden, D. Maier, J. Meehan,
A. Pavlo, M. Stonebraker, E. Sutherland, N. Tatbul, K. Tufte, H. Wang,
S. Zdonik, "S-Store: A Streaming NewSQL System for Big Velocity Applications", Demonstration,
International Conference on Very Large Data Bases
(VLDB'14), Hangzhou, China,
September 2014.
[poster]
[bibtex]
- F. Ozcan, N. Tatbul, D. J. Abadi, M. Kornacker, C. Mohan, K. Ramasamy,
J. L. Wiener, "Are We Experiencing a Big Data Bubble?", Industrial Panel,
ACM SIGMOD International Conference on Management of Data
(SIGMOD'14), Snowbird, UT, USA,
June 2014.
[bibtex]
2013
2012
- R. Kienzler, N. Tatbul, R. Bruggmann,
"A Stream-based Approach to Massively Parallel NGS Data Analysis in the Cloud", Poster, European Conference on Computational Biology (ECCB'12), Basel, Switzerland, September 2012.
[bibtex]
- R. Kienzler, R. Bruggmann, A. Ranganathan, N. Tatbul,
"Incremental DNA Sequence Analysis in the Cloud", Demonstration, International Conference on Scientific and Statistical Database Management (SSDBM'12), Chania, Crete, Greece, June 2012.
[poster]
[bibtex]
- I. Botan, P. M. Fischer, D. Kossmann, N.Tatbul,
"Transactional Stream Processing",
International Conference on Extending Database Technology
(EDBT'12),
Berlin, Germany, March 2012.
[bibtex]
2011
- M. Duller, J. S. Rellermeyer, G. Alonso, N. Tatbul,
"Virtualizing Stream Processing",
ACM/IFIP/USENIX 12th International Middleware Conference
(Middleware'11),
Lisbon, Portugal, December 2011.
[bibtex]
- L. Aders, R. Buffat, Z. Chothia, M. Wetter, C. Balkesen, P. M. Fischer,
N. Tatbul,
"DEBS'11 Grand Challenge: Streams, Rules, or a Custom Solution?",
Technical Report TR-749, ETH Zurich Department of Computer Science, July 2011.
(Grand Challenge Award)
[bibtex]
2010
- I. Botan, Y. Cho, R. Derakhshan, N. Dindar, A. Gupta, L. Haas, K. Kim,
C. Lee, G. Mundada, M. Shan, N. Tatbul, Y. Yan, B. Yun, J. Zhang,
"A Demonstration of the MaxStream Federated Stream Processing System",
Demonstration, IEEE International Conference on Data Engineering
(ICDE'10), Long Beach, CA, USA,
March 2010.
[poster]
[bibtex]
2009
- I. Botan, Y. Cho, R. Derakhshan, N. Dindar, L. Haas,
K. Kim, C. Lee, G. Mundada, M. Shan, N. Tatbul,
Y. Yan, B. Yun, J. Zhang,
"Design and Implementation of the MaxStream Federated Stream Processing Architecture",
Technical Report TR-632, ETH Zurich Department of Computer Science, June 2009.
[bibtex]
- I. Botan, Y. Cho, R. Derakhshan, N. Dindar, L. Haas, K. Kim, N. Tatbul,
"Federated Stream Processing Support for Real-Time Business Intelligence Applications",
VLDB International Workshop on Enabling Real-Time for Business Intelligence
(BIRTE'09), Lyon, France,
August 2009.
[talk slides]
[bibtex]
[revised version also appeared in Springer LNBIP 41]
- N. Dindar, B. Guc, P. Lau, A. Ozal, M. Soner, N. Tatbul,
"DejaVu: Declarative Pattern Matching
over Live and Archived Streams of Events",
Demonstration, ACM SIGMOD International Conference on Management
of Data (SIGMOD'09),
Providence, RI, USA, June 2009.
[poster]
[bibtex]
2008
- G. Alonso, D. Kossmann, T. Roscoe, N. Tatbul, A. Baumann, C. Binnig,
P. M. Fischer, O. Riva, J. Teubner,
"The ETH Zurich Systems Group
and Enterprise Computing Center",
ACM SIGMOD Record 37(4), December 2008.
[bibtex]
- N. Tatbul, Y. Ahmad, U.
Cetintemel, J. Hwang, Y. Xing, S. Zdonik,
"Load Management and High
Availability in the Borealis Distributed Stream Processing Engine",
Book chapter in "Advances in Geosensor Networks", edited by A.
Labrinidis, S. Nittel, A. Stefanidis, LNCS 4540, Springer, August 2008. [bibtex]
- K. Kromwijk, C. Balkesen, G. Boder, N. Dindar, F. Keusch, A. Sengul,
N. Tatbul, "Connecting the Real World with the Virtual World: The SmartRFLib
RFID-Supported Library System on Second Life", Book chapter in "Handbook of
Research on Web 2.0, 3.0, and X.0: Technologies, Business, and Social
Applications", edited by S. Murugesan, IGI-Global.
2007
2006
- Y. Ahmad, B. Berg, U. Cetintemel, M. Humphrey, J. Hwang, A.
Maskey, A. Jhingran, O. Papaemmanouil, A. Rasin, N. Tatbul, W. Xing, Y.
Xing, S. Zdonik, "The Borealis Distributed Stream Processing Engine",
Invited demonstration, International Conference on GeoSensor Networks (GSN'06), Boston, MA, USA, October 2006.
[bibtex]
2005
- Y. Ahmad, B. Berg, U.
Cetintemel, M. Humphrey, J. Hwang, A. Jhingran, A. Maskey, O.
Papaemmanouil, A. Rasin. N. Tatbul, W. Xing, Y. Xing, S. Zdonik,
"Distributed
Operation in the Borealis Stream Processing Engine", Demonstration,
ACM SIGMOD International Conference on Management of Data (SIGMOD'05),
Baltimore, MD, USA, June 2005.
(Best Demonstration Award)
[overview poster,
game poster,
photos] [bibtex]
- D. Abadi, Y. Ahmad, M.
Balazinska, U. Cetintemel, M. Cherniack, J. Hwang, W. Lindner, A.
Maskey, A. Rasin, E. Ryvkina, N. Tatbul, Y.
Xing, S. Zdonik, "The
Design of the Borealis Stream Processing Engine", Conference
on Innovative
Data Systems Research (CIDR'05),
Asilomar, CA, USA, January 2005. [talk slides]
[bibtex]
2004
- H. Balakrishnan, M.
Balazinska, D.
Carney,
U. Cetintemel, M. Cherniack, C. Convey, E. Galvez, J.
Salz, M. Stonebraker, N. Tatbul, R. Tibbetts, S.
Zdonik, "Retrospective
on Aurora", VLDB
Journal 13(4), Special Issue on Data
Stream Processing, December 2004. [also appeared in Readings
in Database Systems, Fourth Edition, edited by J. M. Hellerstein,
M.
Stonebraker, MIT Press, January 2005] [bibtex]
[bibtex]
2003
- D. Abadi, D. Carney, U.
Cetintemel,
M. Cherniack, C. Convey, S.
Lee, M. Stonebraker, N. Tatbul, S. Zdonik, "Aurora:
A
New Model and Architecture for Data Stream Management", VLDB
Journal 12(2),
Special Issue on Best Papers of VLDB 2002,
August 2003. [bibtex]
- D. Abadi, D. Carney, U.
Cetintemel,
M. Cherniack, C. Convey, C.
Erwin, E. Galvez, M. Hatoun, J. Hwang, A. Maskey, A. Rasin, A. Singer,
M. Stonebraker,
N. Tatbul, Y. Xing, R.Yan, S. Zdonik, "Aurora:
A Data Stream Management System", Demonstration, ACM SIGMOD
International Conference on Management of Data (SIGMOD'03), San
Diego,
CA, USA, June 2003.
[overview poster,
load shedding poster,
photos]
[bibtex]
- N. Tatbul, U. Cetintemel, S.
Zdonik,
M. Cherniack, M.
Stonebraker, "Load
Shedding on Data Streams", ACM SIGMOD Workshop on Management and
Processing of Data Streams (MPDS'03),
San
Diego, CA, USA, June 2003. [talk slides]
[bibtex]
2002
- D. Carney, U. Cetintemel, M.
Cherniack, C. Convey, S. Lee, G.
Seidman, M. Stonebraker, N. Tatbul, S. Zdonik, "Monitoring
Streams: A New Class of Data Management Applications",
International Conference on Very Large Data Bases
(VLDB'02),
Hong Kong, China, August 2002. [bibtex]
2001
2000
- A. Dogac, Y. Tambag, A. Tumer,
M. Ezbiderli, N. Tatbul,
N. Hamali, C. Icdem, C. Beeri, "A
Workflow System through Cooperating
Agents for Control and Document Flow over the Internet", Short
paper,
International Conference on Cooperative Information Systems
(CoopIS'00), Eilat, Israel,
September 2000. [bibtex]
- A. Dogac, M. Ezbiderli, Y.
Tambag, C. Icdem, A. Tumer, N.
Tatbul, N. Hamali, C. Beeri, "The
MARIFlow Workflow Management System",
Poster, IEEE International Conference on Data Engineering
(ICDE'00), San Diego, CA, USA, March
2000. [bibtex]
1999
- A. Dogac, C. Beeri, A. Tumer,
M.
Ezbiderli, N. Tatbul,
C.
Icdem, G. Erus, O. Cetinkaya, N. Hamali, "MARIFlow:
A Workflow
Management System for Maritime Industry", Book chapter in
"Application of
Information Technologies to the Maritime Industry", edited by C. Guedes
Soares, J.
Brodda, EU/ESPRIT Program, MAREXPO Consortium, June 1999.
[bibtex]
- A. Dogac, I. Durusoy, S.
Arpinar,
N. Tatbul, P. Koksal,
"An
Electronic
Marketplace
Architecture", Book chapter in "Current Trends in Data
Management Technology", edited by A. Dogac, T. Ozsu, O. Ulusoy, Idea
Group Publishing, February 1999. [bibtex]
1998
- A. Dogac, I. Durusoy, S.
Arpinar,
N. Tatbul, P. Koksal,
I. Cingil, N. Dimililer, "A
Workflow-based Electronic Marketplace on
the
Web", ACM SIGMOD Record
27(4), Special Issue on Electronic
Commerce,
December 1998. [bibtex]
- A. Dogac, I. Durusoy, S.
Arpinar,
E. Gokkoca, N. Tatbul,
P. Koksal, "METU-EMar:
Agent-based
Electronic Marketplace on the Web",
European Conference on Research and Advanced Technology for Digital
Libraries (ECDL'98), Delos
Workshop, Crete, Greece, September 1998. [bibtex]
- P. Karagoz, S. Arpinar, P.
Koksal, N.
Tatbul, E.
Gokkoca,
A. Dogac, "Task
Handling in
Workflow
Management Systems", International
Workshop on Issues and Applications of Database
Technology (IADT'98), Berlin,
Germany, June 1998. [bibtex]
- A. Dogac, E. Gokkoca, S.
Arpinar, P.
Koksal, I. Cingil, B.
Arpinar, N. Tatbul, P. Karagoz, U. Halici, M. Altinel, "Design
and Implementation of a Distributed Workflow Management System:
METUFlow", Book chapter in "Advances in
Workflow Management Systems and Interoperability", edited by A. Dogac,
L.
Kalinichenko, T. Ozsu, A. Sheth, Springer-Verlag, 1998. [bibtex]
1997
- N. Tatbul, S. Nural, P.
Karagoz, I.
Cingil, E. Gokkoca,
M. Altinel, P. Koksal, A. Dogac, T. Ozsu, "A
Workflow Specification
Language and its Scheduler", International
Symposium on Computer and Information Sciences (ISCIS'97),
Antalya, Turkey,
October
1997. [bibtex]
- E. Gokkoca, M. Altinel, I.
Cingil,
N. Tatbul, P. Koksal,
A. Dogac, "Design
and
Implementation of a Distributed Workflow
Enactment
Service", International Conference on Cooperative
Information Systems (CoopIS'97),
Kiawah Island, SC, USA, June 1997. [bibtex]
|