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ORCIDShivnath Babu
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- affiliation: Duke University, Durham, USA
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Books and Theses
- 2005
[b1]Shivnath Babu:
Adaptive query processing in data stream management systems. Stanford University, USA, 2005
Journal Articles
- 2019
- [j28]Jiaheng Lu
, Yuxing Chen, Herodotos Herodotou, Shivnath Babu:
Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems. Proc. VLDB Endow. 12(12): 1970-1973 (2019) - 2017
- [j27]Mayuresh Kunjir, Shivnath Babu:
Thoth in Action: Memory Management in Modern Data Analytics. Proc. VLDB Endow. 10(12): 1917-1920 (2017) - 2016
- [j26]Zilong Tan, Shivnath Babu:
Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases. Proc. VLDB Endow. 9(10): 720-731 (2016) - 2015
- [j25]Daniel Abadi, Shivnath Babu, Fatma Ozcan, Ippokratis Pandis:
Tutorial: SQL-on-Hadoop Systems. Proc. VLDB Endow. 8(12): 2050-2051 (2015) - [j24]Botong Huang, Nicholas W. D. Jarrett, Shivnath Babu, Sayan Mukherjee, Jun Yang:
Cumulon: Matrix-Based Data Analytics in the Cloud with Spot Instances. Proc. VLDB Endow. 9(3): 156-167 (2015) - 2014
- [j23]Botong Huang, Nicholas W. D. Jarrett, Shivnath Babu, Sayan Mukherjee, Jun Yang:
Cumulon: Cloud-Based Statistical Analysis from Users Perspective. IEEE Data Eng. Bull. 37(3): 77-89 (2014) - [j22]Mayuresh Kunjir, Prajakta Kalmegh, Shivnath Babu:
Thoth: Towards Managing a Multi-System Cluster. Proc. VLDB Endow. 7(13): 1689-1692 (2014) - [j21]Shivnath Babu:
Front Matter. Proc. VLDB Endow. 8(4): i-ix (2014) - 2013
- [j20]Herodotos Herodotou, Shivnath Babu:
A What-if Engine for Cost-based MapReduce Optimization. IEEE Data Eng. Bull. 36(1): 5-14 (2013) - [j19]Shivnath Babu, Herodotos Herodotou:
Massively Parallel Databases and MapReduce Systems. Found. Trends Databases 5(1): 1-104 (2013) - 2012
- [j18]Harold Lim, Herodotos Herodotou, Shivnath Babu:
Stubby: A Transformation-based Optimizer for MapReduce Workflows. Proc. VLDB Endow. 5(11): 1196-1207 (2012) - 2011
- [j17]Shivnath Babu, Kai-Uwe Sattler:
Letter from the Special Issue Editors. IEEE Data Eng. Bull. 34(4): 2 (2011) - [j16]Herodotos Herodotou, Shivnath Babu:
Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs. Proc. VLDB Endow. 4(11): 1111-1122 (2011) - [j15]Nedyalko Borisov, Shivnath Babu:
Proactive Detection and Repair of Data Corruption: Towards a Hassle-free Declarative Approach with Amulet. Proc. VLDB Endow. 4(12): 1403-1408 (2011) - [j14]Herodotos Herodotou, Fei Dong, Shivnath Babu:
MapReduce Programming and Cost-based Optimization? Crossing this Chasm with Starfish. Proc. VLDB Endow. 4(12): 1446-1449 (2011) - [j13]Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala:
Interaction-aware scheduling of report-generation workloads. VLDB J. 20(4): 589-615 (2011) - 2010
- [j12]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) - [j11]Herodotos Herodotou, Shivnath Babu:
Xplus: A SQL-Tuning-Aware Query Optimizer. Proc. VLDB Endow. 3(1): 1149-1160 (2010) - 2009
- [j10]Songyun Duan, Vamsidhar Thummala, Shivnath Babu:
Tuning Database Configuration Parameters with iTuned. Proc. VLDB Endow. 2(1): 1246-1257 (2009) - [j9]Nedyalko Borisov, Shivnath Babu, Sandeep Uttamchandani, Ramani Routray, Aameek Singh:
DIADS: A Problem Diagnosis Tool for Databases and Storage Area Networks. Proc. VLDB Endow. 2(2): 1546-1549 (2009) - 2008
- [j8]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) - 2006
- [j7]Arvind Arasu, Shivnath Babu, Jennifer Widom:
The CQL continuous query language: semantic foundations and query execution. VLDB J. 15(2): 121-142 (2006) - 2004
- [j6]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) - [j5]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) - [j4]Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani, Dilys Thomas:
Operator scheduling in data stream systems. VLDB J. 13(4): 333-353 (2004) - 2003
- [j3]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) - 2002
- [j2]Shivnath Babu, Minos N. Garofalakis, Rajeev Rastogi:
SPARTAN: using constrained models for guaranteed-error semantic compression. SIGKDD Explor. 4(1): 11-20 (2002) - 2001
- [j1]Shivnath Babu, Jennifer Widom:
Continuous Queries over Data Streams. SIGMOD Rec. 30(3): 109-120 (2001)
Conference and Workshop Papers
- 2020
- [c67]Mayuresh Kunjir, Shivnath Babu:
Black or White? How to Develop an AutoTuner for Memory-based Analytics. SIGMOD Conference 2020: 1667-1683 - 2019
- [c66]Anastasios Arvanitis, Shivnath Babu, Eric Chu, Adrian Popescu, Alkis Simitsis, Kevin Wilkinson:
Automated Performance Management for the Big Data Stack. CIDR 2019 - [c65]Prajakta Kalmegh, Shivnath Babu, Sudeepa Roy:
iQCAR: inter-Query Contention Analyzer for Data Analytics Frameworks. SIGMOD Conference 2019: 918-935 - [c64]Prajakta Kalmegh, Shivnath Babu:
MIFO: A Query-Semantic Aware Resource Allocation Policy. SIGMOD Conference 2019: 1678-1695 - [c63]Victor Giannakouris, Alejandro Fernandez, Alkis Simitsis, Shivnath Babu:
Cost-Effective, Workload-Adaptive Migration of Big Data Applications to the Cloud. SIGMOD Conference 2019: 1909-1912 - 2018
- [c62]Prajakta Kalmegh, Shivnath Babu, Sudeepa Roy:
iQCAR: Inter-Query Contention Analyzer. SoCC 2018: 532 - [c61]Prajakta Kalmegh, Harrison Lundberg, Frederick Xu, Shivnath Babu, Sudeepa Roy:
iQCAR: A Demonstration of an Inter-Query Contention Analyzer for Cluster Computing Frameworks. SIGMOD Conference 2018: 1721-1724 - 2017
- [c60]Mayuresh Kunjir, Brandon Fain, Kamesh Munagala, Shivnath Babu:
ROBUS: Fair Cache Allocation for Data-parallel Workloads. SIGMOD Conference 2017: 219-234 - 2014
- [c59]Mostafa Ead, Herodotos Herodotou, Ashraf Aboulnaga, Shivnath Babu:
PStorM: Profile Storage and Matching for Feedback-Based Tuning of MapReduce Jobs. EDBT 2014: 1-12 - [c58]Harold Lim, Shivnath Babu:
Execution and optimization of continuous windowed aggregation queries. ICDE Workshops 2014: 303-309 - 2013
- [c57]Harold Lim, Yuzhang Han, Shivnath Babu:
How to Fit when No One Size Fits. CIDR 2013 - [c56]Nedyalko Borisov, Shivnath Babu:
Rapid experimentation for testing and tuning a production database deployment. EDBT 2013: 125-136 - [c55]Ashraf Aboulnaga, Shivnath Babu:
Workload management for Big Data analytics. ICDE 2013: 1249 - [c54]Botong Huang, Shivnath Babu, Jun Yang:
Cumulon: optimizing statistical data analysis in the cloud. SIGMOD Conference 2013: 1-12 - [c53]Ashraf Aboulnaga, Shivnath Babu:
Workload management for big data analytics. SIGMOD Conference 2013: 929-932 - [c52]Harold Lim, Shivnath Babu:
Execution and optimization of continuous queries with cyclops. SIGMOD Conference 2013: 1069-1072 - 2012
- [c51]Risi Thonangi, Shivnath Babu, Jun Yang:
A practical concurrent index for solid-state drives. CIKM 2012: 1332-1341 - 2011
- [c50]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 - [c49]Herodotos Herodotou, Fei Dong, Shivnath Babu:
No one (cluster) size fits all: automatic cluster sizing for data-intensive analytics. SoCC 2011: 18 - [c48]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 - [c47]Nedyalko Borisov, Shivnath Babu, NagaPramod Mandagere, Sandeep Uttamchandani:
Dealing proactively with data corruption: Challenges and opportunities. ICDE Workshops 2011: 34-39 - [c46]Herodotos Herodotou, Nedyalko Borisov, Shivnath Babu:
Query optimization techniques for partitioned tables. SIGMOD Conference 2011: 49-60 - [c45]Nedyalko Borisov, Shivnath Babu, NagaPramod Mandagere, Sandeep Uttamchandani:
Warding off the dangers of data corruption with amulet. SIGMOD Conference 2011: 277-288 - 2010
- [c44]Shivnath Babu:
Towards automatic optimization of MapReduce programs. SoCC 2010: 137-142 - [c43]Harold Lim, Shivnath Babu, Jeffrey S. Chase:
Automated control for elastic storage. ICAC 2010: 1-10 - [c42]Mumtaz Ahmad, Songyun Duan, Ashraf Aboulnaga, Shivnath Babu:
Interaction-aware prediction of business intelligence workload completion times. ICDE 2010: 413-416 - [c41]Vamsidhar Thummala, Shivnath Babu:
iTuned: a tool for configuring and visualizing database parameters. SIGMOD Conference 2010: 1231-1234 - 2009
- [c40]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 - [c39]Azbayar Demberel, Jeffrey S. Chase, Shivnath Babu:
Reflective Control for an Elastic Cloud Application: An Automated Experiment Workbench. HotCloud 2009 - [c38]Shivnath Babu, Nedyalko Borisov, Songyun Duan, Herodotos Herodotou, Vamsidhar Thummala:
Automated Experiment-Driven Management of (Database) Systems. HotOS 2009 - [c37]Harold C. Lim, Shivnath Babu, Jeffrey S. Chase, Sujay S. Parekh:
Automated control in cloud computing: challenges and opportunities. ACDC@ICAC 2009: 13-18 - [c36]Songyun Duan, Shivnath Babu, Kamesh Munagala:
Fa: A System for Automating Failure Diagnosis. ICDE 2009: 1012-1023 - [c35]Songyun Duan, Shivnath Babu:
Automated Diagnosis of System Failures with Fa. ICDE 2009: 1499-1502 - [c34]Songyun Duan, Peter Franklin, Vamsidhar Thummala, Dongdong Zhao, Shivnath Babu:
Shaman: A Self-Healing Database System. ICDE 2009: 1539-1542 - [c33]Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu:
Query interactions in database workloads. DBTest 2009 - [c32]Shivnath Babu, Sudipto Guha, Kamesh Munagala:
Large-scale uncertainty management systems: learning and exploiting your data. SIGMOD Conference 2009: 995-998 - [c31]Herodotos Herodotou, Shivnath Babu:
Automated SQL tuning through trial and (sometimes) error. DBTest 2009 - 2008
- [c30]Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala:
Modeling and exploiting query interactions in database systems. CIKM 2008: 183-192 - [c29]Songyun Duan, Shivnath Babu:
Guided Problem Diagnosis through Active Learning. ICAC 2008: 45-54 - [c28]Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala:
QShuffler: Getting the Query Mix Right. ICDE 2008: 1415-1417 - [c27]Shivnath Babu, Songyun Duan, Kamesh Munagala:
Processing Diagnosis Queries: A Principled and Scalable Approach. ICDE 2008: 1468-1470 - [c26]Risi Thonangi, Vamsidhar Thummala, Shivnath Babu:
Finding Good Configurations in High-Dimensional Spaces: Doing More with Less. MASCOTS 2008: 51-60 - [c25]Songyun Duan, Shivnath Babu:
Empirical Comparison of Techniques for Automated Failure Diagnosis. SysML 2008 - [c24]Piyush Shivam, Varun Marupadi, Jeffrey S. Chase, Thileepan Subramaniam, Shivnath Babu:
Cutting Corners: Workbench Automation for Server Benchmarking. USENIX ATC 2008: 241-254 - 2007
- [c23]Brian Cook, Shivnath Babu, George Candea, Songyun Duan:
Toward Self-Healing Multitier Services. ICDE Workshops 2007: 424-432 - [c22]Badrish Chandramouli, Christopher N. Bond, Shivnath Babu, Jun Yang:
On Suspending and Resuming Dataflows. ICDE 2007: 1289-1291 - [c21]Badrish Chandramouli, Christopher N. Bond, Shivnath Babu, Jun Yang:
Query suspend and resume. SIGMOD Conference 2007: 557-568 - [c20]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 - [c19]Songyun Duan, Shivnath Babu:
Processing Forecasting Queries. VLDB 2007: 711-722 - 2006
- [c18]Piyush Shivam, Shivnath Babu, Jeffrey S. Chase:
Learning Application Models for Utility Resource Planning. ICAC 2006: 255-264 - [c17]Songyun Duan, Shivnath Babu:
Proactive identification of performance problems. SIGMOD Conference 2006: 766-768 - [c16]Piyush Shivam, Shivnath Babu, Jeffrey S. Chase:
Active and Accelerated Learning of Cost Models for Optimizing Scientific Applications. VLDB 2006: 535-546 - 2005
- [c15]Shivnath Babu, Pedro Bizarro:
Adaptive Query Processing in the Looking Glass. CIDR 2005: 238-249 - [c14]Shivnath Babu, Kamesh Munagala, Jennifer Widom, Rajeev Motwani:
Adaptive Caching for Continuous Queries. ICDE 2005: 118-129 - [c13]Kamesh Munagala, Shivnath Babu, Rajeev Motwani, Jennifer Widom:
The Pipelined Set Cover Problem. ICDT 2005: 83-98 - [c12]Shivnath Babu, Pedro Bizarro, David J. DeWitt:
Proactive Re-optimization. SIGMOD Conference 2005: 107-118 - [c11]Shivnath Babu, Pedro Bizarro, David J. DeWitt:
Proactive re-optimization with Rio. SIGMOD Conference 2005: 936-938 - [c10]Pedro Bizarro, Shivnath Babu, David J. DeWitt, Jennifer Widom:
Content-Based Routing: Different Plans for Different Data. VLDB 2005: 757-768 - 2004
- [c9]Shivnath Babu, Rajeev Motwani, Kamesh Munagala, Itaru Nishizawa, Jennifer Widom:
Adaptive Ordering of Pipelined Stream Filters. SIGMOD Conference 2004: 407-418 - [c8]Shivnath Babu, Jennifer Widom:
StreaMon: An Adaptive Engine for Stream Query Processing. SIGMOD Conference 2004: 931-932 - 2003
- [c7]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 - [c6]Arvind Arasu, Shivnath Babu, Jennifer Widom:
CQL: A Language for Continuous Queries over Streams and Relations. DBPL 2003: 1-19 - [c5]Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani:
Chain : Operator Scheduling for Memory Minimization in Data Stream Systems. SIGMOD Conference 2003: 253-264 - [c4]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 - 2002
- [c3]Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani, Jennifer Widom:
Models and Issues in Data Stream Systems. PODS 2002: 1-16 - [c2]Arvind Arasu, Brian Babcock, Shivnath Babu, Jon McAlister, Jennifer Widom:
Characterizing Memory Requirements for Queries over Continuous Data Streams. PODS 2002: 221-232 - 2001
- [c1]Shivnath Babu, Minos N. Garofalakis, Rajeev Rastogi:
SPARTAN: A Model-Based Semantic Compression System for Massive Data Tables. SIGMOD Conference 2001: 283-294
Parts in Books or Collections
- 2016
- [p1]Arvind Arasu, Brian Babcock, Shivnath Babu, John Cieslewicz, Mayur Datar, Keith Ito, Rajeev Motwani, Utkarsh Srivastava, Jennifer Widom:
STREAM: The Stanford Data Stream Management System. Data Stream Management 2016: 317-336
Editorship
- 2014
- [e3]Asterios Katsifodimos, Kostas Tzoumas, Shivnath Babu:
Proceedings of the Third Workshop on Data analytics in the Cloud, DanaC 2014, June 22, 2014, Snowbird, Utah, USA, In conjunction with ACM SIGMOD/PODS Conference. ACM 2014, ISBN 978-1-4503-2997-2 [contents] - 2013
- [e2]Kostas Tzoumas, Shivnath Babu:
Proceedings of the Second Workshop on Data Analytics in the Cloud, DanaC '13, New York, NY, USA, June 23, 2013. ACM 2013, ISBN 978-1-4503-2202-7 [contents] - 2010
- [e1]Shivnath Babu, G. N. Paulley:
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 [contents]
Reference Works
- 2018
- [r2]Shivnath Babu:
Continuous Query. Encyclopedia of Database Systems (2nd ed.) 2018 - 2009
- [r1]Shivnath Babu:
Continuous Query. Encyclopedia of Database Systems 2009: 492-493
Informal and Other Publications
- 2020
- [i7]Mayuresh Kunjir, Shivnath Babu:
Black or White? How to Develop an AutoTuner for Memory-based Analytics [Extended Version]. CoRR abs/2002.11780 (2020) - 2017
- [i6]Prajakta Kalmegh, Shivnath Babu, Sudeepa Roy:
Analyzing Query Performance and Attributing Blame for Contentions in a Cluster Computing Framework. CoRR abs/1708.08435 (2017) - 2015
- [i5]Mayuresh Kunjir, Brandon Fain, Kamesh Munagala, Shivnath Babu:
ROBUS: Fair Cache Allocation for Multi-tenant Data-parallel Workloads. CoRR abs/1504.06736 (2015) - [i4]Zilong Tan, Shivnath Babu:
Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases. CoRR abs/1512.00757 (2015) - 2012
- [i3]Harold Lim, Herodotos Herodotou, Shivnath Babu:
Stubby: A Transformation-based Optimizer for MapReduce Workflows. CoRR abs/1208.0082 (2012) - [i2]Shivnath Babu, Goetz Graefe, Harumi A. Kuno:
Database Workload Management (Dagstuhl Seminar 12282). Dagstuhl Reports 2(7): 73-91 (2012) - 2009
- [i1]Nedyalko Borisov, Shivnath Babu, Sandeep Uttamchandani, Ramani Routray, Aameek Singh:
Why Did My Query Slow Down? CoRR abs/0907.3183 (2009)
Coauthor Index
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