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

Continuous Queries over Data Streams. - Shivnath Babu; Jennifer Widom (SIGMOD Rec., 2001)

Models and Issues in Data Stream Systems. - Brian Babcock; Shivnath Babu; Mayur Datar; Rajeev Motwani 001; Jennifer Widom (PODS, 2002)

SPARTAN: using constrained models for guaranteed-error semantic compression. - Shivnath Babu; Minos N. Garofalakis; Rajeev Rastogi (SIGKDD Explor., 2002)

Query Processing, Approximation, and Resource Management in a Data Stream Management System. - Rajeev Motwani 001; Jennifer Widom; Arvind Arasu; Brian Babcock; Shivnath Babu; Mayur Datar; Gurmeet Singh Manku; Chris Olston; Justin Rosenstein; Rohit Varma (CIDR, 2003)

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

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

Chain : Operator Scheduling for Memory Minimization in Data Stream Systems. - Brian Babcock; Shivnath Babu; Mayur Datar; Rajeev Motwani 001 (SIGMOD Conference, 2003)

STREAM: The Stanford Stream Data Manager. - Arvind Arasu; Brian Babcock; Shivnath Babu; Mayur Datar; Keith Ito; Rajeev Motwani 001; Itaru Nishizawa; Utkarsh Srivastava; Dilys Thomas; Rohit Varma; Jennifer Widom (IEEE Data Eng. Bull., 2003)

Adaptive Ordering of Pipelined Stream Filters. - Shivnath Babu; Rajeev Motwani 001; Kamesh Munagala; Itaru Nishizawa; Jennifer Widom (SIGMOD Conference, 2004)

StreaMon: An Adaptive Engine for Stream Query Processing. - Shivnath Babu; Jennifer Widom (SIGMOD Conference, 2004)

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

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

Operator scheduling in data stream systems. - Brian Babcock; Shivnath Babu; Mayur Datar; Rajeev Motwani 001; Dilys Thomas (VLDB J., 2004)

Adaptive Query Processing in the Looking Glass. - Shivnath Babu; Pedro Bizarro (CIDR, 2005)

Adaptive Caching for Continuous Queries. - Shivnath Babu; Kamesh Munagala; Jennifer Widom; Rajeev Motwani 001 (ICDE, 2005)

The Pipelined Set Cover Problem. - Kamesh Munagala; Shivnath Babu; Rajeev Motwani 001; Jennifer Widom (ICDT, 2005)

Proactive Re-optimization. - Shivnath Babu; Pedro Bizarro; David J. DeWitt (SIGMOD Conference, 2005)

Proactive re-optimization with Rio. - Shivnath Babu; Pedro Bizarro; David J. DeWitt (SIGMOD Conference, 2005)

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

Adaptive query processing in data stream management systems. - Shivnath Babu (2005)

Learning Application Models for Utility Resource Planning. - Piyush Shivam; Shivnath Babu; Jeffrey S. Chase (ICAC, 2006)

Proactive identification of performance problems. - Songyun Duan; Shivnath Babu (SIGMOD Conference, 2006)

Active and Accelerated Learning of Cost Models for Optimizing Scientific Applications. - Piyush Shivam; Shivnath Babu; Jeffrey S. Chase (VLDB, 2006)

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

On Suspending and Resuming Dataflows. - Badrish Chandramouli; Christopher N. Bond; Shivnath Babu; Jun Yang 001 (ICDE, 2007)

Toward Self-Healing Multitier Services. - Brian Cook; Shivnath Babu; George Candea; Songyun Duan (ICDE Workshops, 2007)

Query suspend and resume. - Badrish Chandramouli; Christopher N. Bond; Shivnath Babu; Jun Yang 001 (SIGMOD Conference, 2007)

Automated and on-demand provisioning of virtual machines for database applications. - Piyush Shivam; Azbayar Demberel; Pradeep Gunda; David E. Irwin 001; Laura E. Grit; Aydan R. Yumerefendi; Shivnath Babu; Jeffrey S. Chase (SIGMOD Conference, 2007)

Processing Forecasting Queries. - Songyun Duan; Shivnath Babu (VLDB, 2007)

Modeling and exploiting query interactions in database systems. - Mumtaz Ahmad 001; Ashraf Aboulnaga; Shivnath Babu; Kamesh Munagala (CIKM, 2008)

Guided Problem Diagnosis through Active Learning. - Songyun Duan; Shivnath Babu (ICAC, 2008)

QShuffler: Getting the Query Mix Right. - Mumtaz Ahmad 001; Ashraf Aboulnaga; Shivnath Babu; Kamesh Munagala (ICDE, 2008)

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

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

Empirical Comparison of Techniques for Automated Failure Diagnosis. - Songyun Duan; Shivnath Babu (SysML, 2008)

Cutting Corners: Workbench Automation for Server Benchmarking. - Piyush Shivam; Varun Marupadi; Jeffrey S. Chase; Thileepan Subramaniam; Shivnath Babu (USENIX ATC, 2008)

Report: 3rd Int'l Workshop on Self-Managing Database Systems (SMDB 2008). - Anastassia Ailamaki; Shivnath Babu; Pedro Furtado 001; Sam Lightstone; Guy M. Lohman; Patrick Martin 001; Vivek R. Narasayya; Glenn Pauley; Kenneth Salem; Kai-Uwe Sattler; Gerhard Weikum (IEEE Data Eng. Bull., 2008)

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

Reflective Control for an Elastic Cloud Application: An Automated Experiment Workbench. - Azbayar Demberel; Jeffrey S. Chase; Shivnath Babu (HotCloud, 2009)

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

Automated control in cloud computing: challenges and opportunities. - Harold C. Lim; Shivnath Babu; Jeffrey S. Chase; Sujay S. Parekh (ACDC@ICAC, 2009)

Automated Diagnosis of System Failures with Fa. - Songyun Duan; Shivnath Babu (ICDE, 2009)

Fa: A System for Automating Failure Diagnosis. - Songyun Duan; Shivnath Babu; Kamesh Munagala (ICDE, 2009)

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

Query interactions in database workloads. - Mumtaz Ahmad 001; Ashraf Aboulnaga; Shivnath Babu (DBTest, 2009)

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

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

Why Did My Query Slow Down? - Nedyalko Borisov; Shivnath Babu; Sandeep Uttamchandani; Ramani Routray; Aameek Singh (CoRR, 2009)

DIADS: A Problem Diagnosis Tool for Databases and Storage Area Networks. - Nedyalko Borisov; Shivnath Babu; Sandeep Uttamchandani; Ramani Routray; Aameek Singh (Proc. VLDB Endow., 2009)

Tuning Database Configuration Parameters with iTuned. - Songyun Duan; Vamsidhar Thummala; Shivnath Babu (Proc. VLDB Endow., 2009)

Continuous Query. - Shivnath Babu (Encyclopedia of Database Systems, 2009)

Towards automatic optimization of MapReduce programs. - Shivnath Babu (SoCC, 2010)

Automated control for elastic storage. - Harold Lim; Shivnath Babu; Jeffrey S. Chase (ICAC, 2010)

Interaction-aware prediction of business intelligence workload completion times. - Mumtaz Ahmad 001; Songyun Duan; Ashraf Aboulnaga; Shivnath Babu (ICDE, 2010)

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

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

Xplus: A SQL-Tuning-Aware Query Optimizer. - Herodotos Herodotou; Shivnath Babu (Proc. VLDB Endow., 2010)

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

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

Predicting completion times of batch query workloads using interaction-aware models and simulation. - Mumtaz Ahmad 001; Songyun Duan; Ashraf Aboulnaga; Shivnath Babu (EDBT, 2011)

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

Warding off the dangers of data corruption with amulet. - Nedyalko Borisov; Shivnath Babu; NagaPramod Mandagere; Sandeep Uttamchandani (SIGMOD Conference, 2011)

Query optimization techniques for partitioned tables. - Herodotos Herodotou; Nedyalko Borisov; Shivnath Babu (SIGMOD Conference, 2011)

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

Proactive Detection and Repair of Data Corruption: Towards a Hassle-free Declarative Approach with Amulet. - Nedyalko Borisov; Shivnath Babu (Proc. VLDB Endow., 2011)

Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs. - Herodotos Herodotou; Shivnath Babu (Proc. VLDB Endow., 2011)

MapReduce Programming and Cost-based Optimization? Crossing this Chasm with Starfish. - Herodotos Herodotou; Fei Dong; Shivnath Babu (Proc. VLDB Endow., 2011)

Interaction-aware scheduling of report-generation workloads. - Mumtaz Ahmad 001; Ashraf Aboulnaga; Shivnath Babu; Kamesh Munagala (VLDB J., 2011)

A practical concurrent index for solid-state drives. - Risi Thonangi; Shivnath Babu; Jun Yang 001 (CIKM, 2012)

Database Workload Management (Dagstuhl Seminar 12282). - Shivnath Babu; Goetz Graefe; Harumi A. Kuno (Dagstuhl Reports, 2012)

Stubby: A Transformation-based Optimizer for MapReduce Workflows. - Harold Lim; Herodotos Herodotou; Shivnath Babu (Proc. VLDB Endow., 2012)

How to Fit when No One Size Fits. - Harold Lim; Yuzhang Han; Shivnath Babu (CIDR, 2013)

Rapid experimentation for testing and tuning a production database deployment. - Nedyalko Borisov; Shivnath Babu (EDBT, 2013)

Workload management for Big Data analytics. - Ashraf Aboulnaga; Shivnath Babu (ICDE, 2013)

Cumulon: optimizing statistical data analysis in the cloud. - Botong Huang; Shivnath Babu; Jun Yang 001 (SIGMOD Conference, 2013)

Execution and optimization of continuous queries with cyclops. - Harold Lim; Shivnath Babu (SIGMOD Conference, 2013)

A What-if Engine for Cost-based MapReduce Optimization. - Herodotos Herodotou; Shivnath Babu (IEEE Data Eng. Bull., 2013)

Massively Parallel Databases and MapReduce Systems. - Shivnath Babu; Herodotos Herodotou (Found. Trends Databases, 2013)

PStorM: Profile Storage and Matching for Feedback-Based Tuning of MapReduce Jobs. - Mostafa Ead; Herodotos Herodotou; Ashraf Aboulnaga; Shivnath Babu (EDBT, 2014)

Execution and optimization of continuous windowed aggregation queries. - Harold Lim; Shivnath Babu (ICDE Workshops, 2014)

Cumulon: Cloud-Based Statistical Analysis from Users Perspective. - Botong Huang; Nicholas W. D. Jarrett; Shivnath Babu; Sayan Mukherjee 001; Jun Yang 001 (IEEE Data Eng. Bull., 2014)

Front Matter. - Shivnath Babu (Proc. VLDB Endow., 2014)

Thoth: Towards Managing a Multi-System Cluster. - Mayuresh Kunjir; Prajakta Kalmegh; Shivnath Babu (Proc. VLDB Endow., 2014)

ROBUS: Fair Cache Allocation for Multi-tenant Data-parallel Workloads. - Mayuresh Kunjir; Brandon Fain; Kamesh Munagala; Shivnath Babu (CoRR, 2015)

Tutorial: SQL-on-Hadoop Systems. - Daniel Abadi; Shivnath Babu; Fatma Ozcan; Ippokratis Pandis (Proc. VLDB Endow., 2015)

Cumulon: Matrix-Based Data Analytics in the Cloud with Spot Instances. - Botong Huang; Nicholas W. D. Jarrett; Shivnath Babu; Sayan Mukherjee 001; Jun Yang 001 (Proc. VLDB Endow., 2015)

STREAM: The Stanford Data Stream Management System. - Arvind Arasu; Brian Babcock; Shivnath Babu; John Cieslewicz; Mayur Datar; Keith Ito; Rajeev Motwani 001; Utkarsh Srivastava; Jennifer Widom (Data Stream Management, 2016)

Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases. - Zilong Tan; Shivnath Babu (Proc. VLDB Endow., 2016)

ROBUS: Fair Cache Allocation for Data-parallel Workloads. - Mayuresh Kunjir; Brandon Fain; Kamesh Munagala; Shivnath Babu (SIGMOD Conference, 2017)

Analyzing Query Performance and Attributing Blame for Contentions in a Cluster Computing Framework. - Prajakta Kalmegh; Shivnath Babu; Sudeepa Roy 001 (CoRR, 2017)

Thoth in Action: Memory Management in Modern Data Analytics. - Mayuresh Kunjir; Shivnath Babu (Proc. VLDB Endow., 2017)

iQCAR: Inter-Query Contention Analyzer. - Prajakta Kalmegh; Shivnath Babu; Sudeepa Roy 001 (SoCC, 2018)

iQCAR: A Demonstration of an Inter-Query Contention Analyzer for Cluster Computing Frameworks. - Prajakta Kalmegh; Harrison Lundberg; Frederick Xu; Shivnath Babu; Sudeepa Roy 001 (SIGMOD Conference, 2018)

Continuous Query. - Shivnath Babu (Encyclopedia of Database Systems (2nd ed.), 2018)

Automated Performance Management for the Big Data Stack. - Anastasios Arvanitis; Shivnath Babu; Eric Chu; Adrian Popescu; Alkis Simitsis; Kevin Wilkinson (CIDR, 2019)

Cost-Effective, Workload-Adaptive Migration of Big Data Applications to the Cloud. - Victor Giannakouris; Alejandro Fernandez; Alkis Simitsis; Shivnath Babu (SIGMOD Conference, 2019)

MIFO: A Query-Semantic Aware Resource Allocation Policy. - Prajakta Kalmegh; Shivnath Babu (SIGMOD Conference, 2019)

iQCAR: inter-Query Contention Analyzer for Data Analytics Frameworks. - Prajakta Kalmegh; Shivnath Babu; Sudeepa Roy 001 (SIGMOD Conference, 2019)

Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems. - Jiaheng Lu; Yuxing Chen; Herodotos Herodotou; Shivnath Babu (Proc. VLDB Endow., 2019)

Black or White? How to Develop an AutoTuner for Memory-based Analytics. - Mayuresh Kunjir; Shivnath Babu (SIGMOD Conference, 2020)

Black or White? How to Develop an AutoTuner for Memory-based Analytics [Extended Version]. - Mayuresh Kunjir; Shivnath Babu (CoRR, 2020)