Research
Interests: - Databases systems, distributed systems
- Big data tools and systems
- Streaming processing, continuous analytics
Active Projects:
- DBNav: Enabling interactive exploration of large datasets
- Longview: Supporting and leveraging predictive analytics in modern data systems
- SciDB: Array-oriented DBMS for data-intensive science
- Tupleware: Next-gen analytics platform for data-intensive vis and machine learning
Teaching
Recent Service - PC Co-Chair (Research): VLDB'12, DEBS'10
- PC Area Vice-Chair (Streams, Sensors, CEP): ICDE'12, ICDE'08
- General Co-Chair: SIGMOD'09
- Associate Editor: VLDB Journal, Distributed and Parallel Databases
- PC Member: CIDR'13, SIGMOD'11, CIDR'11, VLDB'10, VLDB'09, ICDE'09, CIDR'09
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Recent Articles (more complete list at dblp) - Revisiting Reuse in Main Memory Database Systems, K. Dursun, C. Binning, U. Cetintemel, T. Kraska, in Sigmod'17.
- Interactive Search and Exploration of Waveform Data with Searchlight, A. Kalinin, U. Cetintemel, S. Zdonik, In Sigmod'16.
- Making the Case for Query-by-Voice with EchoQuery. G. Lyons, V. ran, C. Binnig, U. Cetintemel, T. Kraska, in Sigmod'16.
- Searchlight: Enabling Integrated Search and Exploration over Large Multidimensional Data. A. Kalinin, U. Cetintemel, S. Zdonik, In PVLDB'15.
- An Architecture for Compiling UDF-centric Workflows. A Crotty, A. Galakatos, K. Dursun, T. Kraska, C. Binnig, U. Cetintemel, S. Zdonik, in PVLDB'15.
- A Demonstration of the BigDAWG Multi-Database System (demo), w/ a cast of thousands, in PVLDB'15.
- S-Store: Streaming meets Transaction Processing. J. Meehan, N. Tatbul, et al, in PVLDB'15.
- The End of Slow Networks: It is time for a Redesign.
C. Binnig, U Cetintemel, A Crotty, A. Galatakos, T. Kraska, E. Zamanian, S. Zdonik. Technical Report, ArXiv.org. - Tupleware: "Big" Data, Big Analytics, Small Clusters. A Crotty, A. Galakatos, K. Dursun, T. Kraska, U. Cetintemel, S. Zdonik, in CIDR'15.
- Interactive Data Exploration using Semantic Windows. A. Kalinin, U. Cetintemel, S. Zdonik, In SIGMOD'14.
- S-Store: A Streaming NewSQL System for Big Velocity Applications. N. Tatbul, J. Meehan, et al. In PVLDB'14.
- Contender: A Resource Modeling Approach for Concurrent Analytical Workloads. J. Duggan, O. Papaemmanouil, U. Cetintemel, E. Upfal. in EDBT'14
- Putting Analytics on the Spot. E. Dadashov, U. Cetintemel, T. Kraska. IEEE Internet Computing 18(5), 2015.
- Query Steering for Interactive Data Exploration. U. Cetintemel, M. Cherniack, J. DeBrabant, Y. Diao, K. Dimitriadou, A. Kalinin, O. Papaemmanouil, S. Zdonik. In CIDR'13.
- Real-time Probabilistic Data Association over Streams. M. Akdere, J. Hwang, U. Cetintemel. In DEBS'13.
- Portable Workload Performance Prediction in the Cloud. J. Duggan, Y. Chi, H. Hacigumus, S. Zhu, U. Cetintemel. In Data Management in the Cloud, w/ ICDE'13.
- Learning-based Query Performance Modeling and Prediction.
M. Akdere, U. Cetintemel, M. Riondato, E. Upfal, S. Zdonik. In ICDE'12. - C-MR: Continous Map-Reduce on Multi-Core Processors. N. Backman, K. Pattabiraman, R. Fonseca, U. Cetintemel. In MapReduce'12.
- Managing Parallelism for Stream Processing in the Cloud. N. Backman, R. Fonseca, U. Cetintemel. in HotCDP 2012.
- Performance Prediction for Concurrent Database Workloads.
J. Duggan, U. Cetintemel, O. Papaemmanouil, E. Upfal. In SIGMOD'11. - The VC-Dimension of SQL Queries and Selectivity Estimation through Sampling.
M. Riondato, M. Akdere, U. Cetintemel, E. Upfal, S. Zdonik. In ECML-PKDD'11. - The Case for Predictive Database Systems: Opportunities and Challenges.
M. Akdere, U. Cetintemel, M. Riondato, E. Upfal, S. Zdonik. In CIDR'11. - A Generic Auto-Provisioning Framework for Cloud Databases.
J. Rogers, O. Papaemmanouil, U. Cetintemel. In SMDB'10. - Database Support for Continuous Prediction Queries over Streaming Data
M. Akdere, U. Cetintemel, E. Upfal. In PVLDB, Vol 3(1). - Supporting Generic Cost-Models for Wide-Area Stream Processing
O. Papaemmanouil, U. Cetintemel, J. Jannotti. In ICDE'09. - Plan-based Complex Event Detection Across Distributed Sources
M. Akdere, U. Cetintemel, N. Tatbul. In VLDB'08. - Towards a Streaming SQL Standard
w/ Oracle, Cornell, Stanford and Streambase people. In VLDB'08. - Event-based Constraints for Sensornet Programming
J. Mao, J. Jannotti, M. Akdere, U. Cetintemel. In DEBS'08. - Borealis-R: A Replication-Transparent Stream Processing System for Wide-Area MonitoringApplications (demo). J. Hwang, S. Cha, U. Cetintemel, S. Zdonik. In SIGMOD'08.
- Simultaneous Equation Systems for Query Processing on Continuous-Time Data Streams.
Y. Ahmad, O. Papaemmanouil, U. Cetintemel, J. Rogers. In ICDE'08. - Fast and Highly-Available Stream Processing over Wide-Area Networks.
J. Hwang, U. Cetintemel, and S. Zdonik. In ICDE'08.
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