Shivnath Babu

Harold Lim, Yuzhang Han, Shivnath Babu: How to Fit when No One Size Fits. CIDR 2013

Nedyalko Borisov, Shivnath Babu: Rapid experimentation for testing and tuning a production database deployment. EDBT 2013: 125-136

Harold Lim, Herodotos Herodotou, Shivnath Babu: Stubby: A Transformation-based Optimizer for MapReduce Workflows. PVLDB 5(11): 1196-1207 (2012)

Risi Thonangi, Shivnath Babu, Jun Yang: A practical concurrent index for solid-state drives. CIKM 2012: 1332-1341

Harold Lim, Herodotos Herodotou, Shivnath Babu: Stubby: A Transformation-based Optimizer for MapReduce Workflows. CoRR abs/1208.0082 (2012)

Shivnath Babu, Goetz Graefe, Harumi A. Kuno: Database Workload Management (Dagstuhl Seminar 12282). Dagstuhl Reports 2(7): 73-91 (2012)

Shivnath Babu, Kai-Uwe Sattler: Letter from the Special Issue Editors. IEEE Data Eng. Bull. 34(4): 2 (2011)

Herodotos Herodotou, Shivnath Babu: Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs. PVLDB 4(11): 1111-1122 (2011)

Nedyalko Borisov, Shivnath Babu: Proactive Detection and Repair of Data Corruption: Towards a Hassle-free Declarative Approach with Amulet. PVLDB 4(12): 1403-1408 (2011)

Herodotos Herodotou, Fei Dong, Shivnath Babu: MapReduce Programming and Cost-based Optimization? Crossing this Chasm with Starfish. PVLDB 4(12): 1446-1449 (2011)

Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala: Interaction-aware scheduling of report-generation workloads. VLDB J. 20(4): 589-615 (2011)

Herodotos Herodotou, Harold Lim, Gang Luo, Nedyalko Borisov, Liang Dong, Fatma Bilgen Cetin, Shivnath Babu: Starfish: A Self-tuning System for Big Data Analytics. CIDR 2011: 261-272

Herodotos Herodotou, Fei Dong, Shivnath Babu: No one (cluster) size fits all: automatic cluster sizing for data-intensive analytics. SoCC 2011: 18

Mumtaz Ahmad, Songyun Duan, Ashraf Aboulnaga, Shivnath Babu: Predicting completion times of batch query workloads using interaction-aware models and simulation. EDBT 2011: 449-460

Nedyalko Borisov, Shivnath Babu, NagaPramod Mandagere, Sandeep Uttamchandani: Dealing proactively with data corruption: Challenges and opportunities. ICDE Workshops 2011: 34-39

Herodotos Herodotou, Nedyalko Borisov, Shivnath Babu: Query optimization techniques for partitioned tables. SIGMOD Conference 2011: 49-60

Nedyalko Borisov, Shivnath Babu, NagaPramod Mandagere, Sandeep Uttamchandani: Warding off the dangers of data corruption with amulet. SIGMOD Conference 2011: 277-288

Shivnath Babu, Kai-Uwe Sattler: Report: 5th Int'l Workshop on Self-Managing Database Systems (SMDB 2010). IEEE Data Eng. Bull. 33(3): 4-7 (2010)

Herodotos Herodotou, Shivnath Babu: Xplus: A SQL-Tuning-Aware Query Optimizer. PVLDB 3(1): 1149-1160 (2010)

Shivnath Babu: Towards automatic optimization of MapReduce programs. SoCC 2010: 137-142

Harold Lim, Shivnath Babu, Jeffrey S. Chase: Automated control for elastic storage. ICAC 2010: 1-10

Mumtaz Ahmad, Songyun Duan, Ashraf Aboulnaga, Shivnath Babu: Interaction-aware prediction of business intelligence workload completion times. ICDE 2010: 413-416

Vamsidhar Thummala, Shivnath Babu: iTuned: a tool for configuring and visualizing database parameters. SIGMOD Conference 2010: 1231-1234

Shivnath Babu, G. N. Paulley (Eds.): Proceedings of the Third International Workshop on Testing Database Systems, DBTest 2010, Indianapolis, Indiana, USA, June 7, 2010. ACM 2010, isbn 978-1-4503-0190-9

Songyun Duan, Vamsidhar Thummala, Shivnath Babu: Tuning Database Configuration Parameters with iTuned. PVLDB 2(1): 1246-1257 (2009)

Nedyalko Borisov, Shivnath Babu, Sandeep Uttamchandani, Ramani Routray, Aameek Singh: DIADS: A Problem Diagnosis Tool for Databases and Storage Area Networks. PVLDB 2(2): 1546-1549 (2009)

Shivnath Babu, Nedyalko Borisov, Sandeep Uttamchandani, Ramani Routray, Aameek Singh: DIADS: Addressing the "My-Problem-or-Yours" Syndrome with Integrated SAN and Database Diagnosis. FAST 2009: 57-70

Shivnath Babu, Nedyalko Borisov, Songyun Duan, Herodotos Herodotou, Vamsidhar Thummala: Automated Experiment-Driven Management of (Database) Systems. HotOS 2009

Songyun Duan, Shivnath Babu, Kamesh Munagala: Fa: A System for Automating Failure Diagnosis. ICDE 2009: 1012-1023

Songyun Duan, Shivnath Babu: Automated Diagnosis of System Failures with Fa. ICDE 2009: 1499-1502

Songyun Duan, Peter Franklin, Vamsidhar Thummala, Dongdong Zhao, Shivnath Babu: Shaman: A Self-Healing Database System. ICDE 2009: 1539-1542

Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu: Query interactions in database workloads. DBTest 2009

Shivnath Babu, Sudipto Guha, Kamesh Munagala: Large-scale uncertainty management systems: learning and exploiting your data. SIGMOD Conference 2009: 995-998

Herodotos Herodotou, Shivnath Babu: Automated SQL tuning through trial and (sometimes) error. DBTest 2009

Shivnath Babu: Continuous Query. Encyclopedia of Database Systems 2009: 492-493

Nedyalko Borisov, Shivnath Babu, Sandeep Uttamchandani, Ramani Routray, Aameek Singh: Why Did My Query Slow Down? CoRR abs/0907.3183 (2009)

Anastassia Ailamaki, Shivnath Babu, Pedro Furtado, Sam Lightstone, Guy M. Lohman, Patrick Martin, Vivek R. Narasayya, Glenn Pauley, Kenneth Salem, Kai-Uwe Sattler, Gerhard Weikum: Report: 3rd Int'l Workshop on Self-Managing Database Systems (SMDB 2008). IEEE Data Eng. Bull. 31(4): 2-5 (2008)

Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala: Modeling and exploiting query interactions in database systems. CIKM 2008: 183-192

Songyun Duan, Shivnath Babu: Guided Problem Diagnosis through Active Learning. ICAC 2008: 45-54

Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala: QShuffler: Getting the Query Mix Right. ICDE 2008: 1415-1417

Shivnath Babu, Songyun Duan, Kamesh Munagala: Processing Diagnosis Queries: A Principled and Scalable Approach. ICDE 2008: 1468-1470

Risi Thonangi, Vamsidhar Thummala, Shivnath Babu: Finding Good Configurations in High-Dimensional Spaces: Doing More with Less. MASCOTS 2008: 51-60

Songyun Duan, Shivnath Babu: Empirical Comparison of Techniques for Automated Failure Diagnosis. SysML 2008

Piyush Shivam, Varun Marupadi, Jeffrey S. Chase, Thileepan Subramaniam, Shivnath Babu: Cutting Corners: Workbench Automation for Server Benchmarking. USENIX Annual Technical Conference 2008: 241-254

Brian Cook, Shivnath Babu, George Candea, Songyun Duan: Toward Self-Healing Multitier Services. ICDE Workshops 2007: 424-432

Badrish Chandramouli, Christopher N. Bond, Shivnath Babu, Jun Yang: On Suspending and Resuming Dataflows. ICDE 2007: 1289-1291

Badrish Chandramouli, Christopher N. Bond, Shivnath Babu, Jun Yang: Query suspend and resume. SIGMOD Conference 2007: 557-568

Piyush Shivam, Azbayar Demberel, Pradeep Gunda, David E. Irwin, Laura E. Grit, Aydan R. Yumerefendi, Shivnath Babu, Jeffrey S. Chase: Automated and on-demand provisioning of virtual machines for database applications. SIGMOD Conference 2007: 1079-1081

Songyun Duan, Shivnath Babu: Processing Forecasting Queries. VLDB 2007: 711-722

Arvind Arasu, Shivnath Babu, Jennifer Widom: The CQL continuous query language: semantic foundations and query execution. VLDB J. 15(2): 121-142 (2006)

Piyush Shivam, Shivnath Babu, Jeffrey S. Chase: Learning Application Models for Utility Resource Planning. ICAC 2006: 255-264

Songyun Duan, Shivnath Babu: Proactive identification of performance problems. SIGMOD Conference 2006: 766-768

Piyush Shivam, Shivnath Babu, Jeffrey S. Chase: Active and Accelerated Learning of Cost Models for Optimizing Scientific Applications. VLDB 2006: 535-546

Shivnath Babu, Pedro Bizarro: Adaptive Query Processing in the Looking Glass. CIDR 2005: 238-249

Shivnath Babu, Kamesh Munagala, Jennifer Widom, Rajeev Motwani: Adaptive Caching for Continuous Queries. ICDE 2005: 118-129

Kamesh Munagala, Shivnath Babu, Rajeev Motwani, Jennifer Widom: The Pipelined Set Cover Problem. ICDT 2005: 83-98

Shivnath Babu, Pedro Bizarro, David J. DeWitt: Proactive Re-optimization. SIGMOD Conference 2005: 107-118

Shivnath Babu, Pedro Bizarro, David J. DeWitt: Proactive re-optimization with Rio. SIGMOD Conference 2005: 936-938

Pedro Bizarro, Shivnath Babu, David J. DeWitt, Jennifer Widom: Content-Based Routing: Different Plans for Different Data. VLDB 2005: 757-768

Arvind Arasu, Brian Babcock, Shivnath Babu, Jon McAlister, Jennifer Widom: Characterizing memory requirements for queries over continuous data streams. ACM Trans. Database Syst. 29: 162-194 (2004)

Shivnath Babu, Utkarsh Srivastava, Jennifer Widom: Exploiting k-constraints to reduce memory overhead in continuous queries over data streams. ACM Trans. Database Syst. 29(3): 545-580 (2004)

Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani, Dilys Thomas: Operator scheduling in data stream systems. VLDB J. 13(4): 333-353 (2004)

Shivnath Babu, Rajeev Motwani, Kamesh Munagala, Itaru Nishizawa, Jennifer Widom: Adaptive Ordering of Pipelined Stream Filters. SIGMOD Conference 2004: 407-418

Shivnath Babu, Jennifer Widom: StreaMon: An Adaptive Engine for Stream Query Processing. SIGMOD Conference 2004: 931-932

Arvind Arasu, Brian Babcock, Shivnath Babu, Mayur Datar, Keith Ito, Rajeev Motwani, Itaru Nishizawa, Utkarsh Srivastava, Dilys Thomas, Rohit Varma, Jennifer Widom: STREAM: The Stanford Stream Data Manager. IEEE Data Eng. Bull. 26(1): 19-26 (2003)

Rajeev Motwani, Jennifer Widom, Arvind Arasu, Brian Babcock, Shivnath Babu, Mayur Datar, Gurmeet Singh Manku, Chris Olston, Justin Rosenstein, Rohit Varma: Query Processing, Approximation, and Resource Management in a Data Stream Management System. CIDR 2003

Arvind Arasu, Shivnath Babu, Jennifer Widom: CQL: A Language for Continuous Queries over Streams and Relations. DBPL 2003: 1-19

Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani: Chain : Operator Scheduling for Memory Minimization in Data Stream Systems. SIGMOD Conference 2003: 253-264

Arvind Arasu, Brian Babcock, Shivnath Babu, Mayur Datar, Keith Ito, Itaru Nishizawa, Justin Rosenstein, Jennifer Widom: STREAM: The Stanford Stream Data Manager. SIGMOD Conference 2003: 665

Shivnath Babu, Minos N. Garofalakis, Rajeev Rastogi: SPARTAN: using constrained models for guaranteed-error semantic compression. SIGKDD Explorations 4(1): 11-20 (2002)

Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani, Jennifer Widom: Models and Issues in Data Stream Systems. PODS 2002: 1-16

Arvind Arasu, Brian Babcock, Shivnath Babu, Jon McAlister, Jennifer Widom: Characterizing Memory Requirements for Queries over Continuous Data Streams. PODS 2002: 221-232

Shivnath Babu, Jennifer Widom: Continuous Queries over Data Streams. SIGMOD Record 30(3): 109-120 (2001)

Shivnath Babu, Minos N. Garofalakis, Rajeev Rastogi: SPARTAN: A Model-Based Semantic Compression System for Massive Data Tables. SIGMOD Conference 2001: 283-294