Shivnath Babu - RankMe

108 papers A* 14A 10B 4Journal 34Unranked 39

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	Black or White? How to Develop an AutoTuner for Memory-based Analytics [Extended Version]. CoRR Mayuresh Kunjir, Shivnath Babu
2020	—	`conf`	Black or White? How to Develop an AutoTuner for Memory-based Analytics. SIGMOD Conference Mayuresh Kunjir, Shivnath Babu
2019	A	`conf`	Automated Performance Management for the Big Data Stack. CIDR Anastasios Arvanitis, Shivnath Babu, Eric Chu, Adrian Popescu, Alkis Simitsis, Kevin Wilkinson
2019	—	`conf`	Cost-Effective, Workload-Adaptive Migration of Big Data Applications to the Cloud. SIGMOD Conference Victor Giannakouris, Alejandro Fernandez, Alkis Simitsis, Shivnath Babu
2019	—	`conf`	MIFO: A Query-Semantic Aware Resource Allocation Policy. SIGMOD Conference Prajakta Kalmegh, Shivnath Babu
2019	J	`jnl`	Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems. Proc. VLDB Endow. Jiaheng Lu, Yuxing Chen, Herodotos Herodotou, Shivnath Babu
2019	—	`conf`	iQCAR: inter-Query Contention Analyzer for Data Analytics Frameworks. SIGMOD Conference Prajakta Kalmegh, Shivnath Babu, Sudeepa Roy
2018	—	`ch.`	Continuous Query. Encyclopedia of Database Systems (2nd ed.) Shivnath Babu
2018	—	`conf`	iQCAR: A Demonstration of an Inter-Query Contention Analyzer for Cluster Computing Frameworks. SIGMOD Conference Prajakta Kalmegh, Harrison Lundberg, Frederick Xu, Shivnath Babu, Sudeepa Roy
2018	—	`conf`	iQCAR: Inter-Query Contention Analyzer. SoCC Prajakta Kalmegh, Shivnath Babu, Sudeepa Roy
2017	J	`jnl`	Analyzing Query Performance and Attributing Blame for Contentions in a Cluster Computing Framework. CoRR Prajakta Kalmegh, Shivnath Babu, Sudeepa Roy
2017	—	`conf`	ROBUS: Fair Cache Allocation for Data-parallel Workloads. SIGMOD Conference Mayuresh Kunjir, Brandon Fain, Kamesh Munagala, Shivnath Babu
2017	J	`jnl`	Thoth in Action: Memory Management in Modern Data Analytics. Proc. VLDB Endow. Mayuresh Kunjir, Shivnath Babu
2016	—	`ch.`	STREAM: The Stanford Data Stream Management System. Data Stream Management Arvind Arasu, Brian Babcock, Shivnath Babu, John Cieslewicz, Mayur Datar, Keith Ito, Rajeev Motwani, Utkarsh Srivastava, Jennifer Widom
2016	J	`jnl`	Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases. Proc. VLDB Endow. Zilong Tan, Shivnath Babu
2015	J	`jnl`	Cumulon: Matrix-Based Data Analytics in the Cloud with Spot Instances. Proc. VLDB Endow. Botong Huang, Nicholas W. D. Jarrett, Shivnath Babu, Sayan Mukherjee, Jun Yang
2015	J	`jnl`	ROBUS: Fair Cache Allocation for Multi-tenant Data-parallel Workloads. CoRR Mayuresh Kunjir, Brandon Fain, Kamesh Munagala, Shivnath Babu
2015	J	`jnl`	Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases. CoRR Zilong Tan, Shivnath Babu
2015	J	`jnl`	Tutorial: SQL-on-Hadoop Systems. Proc. VLDB Endow. Daniel Abadi, Shivnath Babu, Fatma Ozcan, Ippokratis Pandis
2014	J	`jnl`	Cumulon: Cloud-Based Statistical Analysis from Users Perspective. IEEE Data Eng. Bull. Botong Huang, Nicholas W. D. Jarrett, Shivnath Babu, Sayan Mukherjee, Jun Yang
2014	—	`conf`	Execution and optimization of continuous windowed aggregation queries. ICDE Workshops Harold Lim, Shivnath Babu
2014	J	`jnl`	Front Matter. Proc. VLDB Endow. Shivnath Babu
2014	B	`conf`	PStorM: Profile Storage and Matching for Feedback-Based Tuning of MapReduce Jobs. EDBT Mostafa Ead, Herodotos Herodotou, Ashraf Aboulnaga, Shivnath Babu
2014	—	`ed.`	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 DanaC@SIGMOD Asterios Katsifodimos, Kostas Tzoumas, Shivnath Babu
2014	J	`jnl`	Thoth: Towards Managing a Multi-System Cluster. Proc. VLDB Endow. Mayuresh Kunjir, Prajakta Kalmegh, Shivnath Babu
2013	J	`jnl`	A What-if Engine for Cost-based MapReduce Optimization. IEEE Data Eng. Bull. Herodotos Herodotou, Shivnath Babu
2013	—	`conf`	Cumulon: optimizing statistical data analysis in the cloud. SIGMOD Conference Botong Huang, Shivnath Babu, Jun Yang
2013	—	`conf`	Execution and optimization of continuous queries with cyclops. SIGMOD Conference Harold Lim, Shivnath Babu
2013	A	`conf`	How to Fit when No One Size Fits. CIDR Harold Lim, Yuzhang Han, Shivnath Babu
2013	J	`jnl`	Massively Parallel Databases and MapReduce Systems. Found. Trends Databases Shivnath Babu, Herodotos Herodotou
2013	—	`ed.`	Proceedings of the Second Workshop on Data Analytics in the Cloud, DanaC '13, New York, NY, USA, June 23, 2013 DanaC@SIGMOD Kostas Tzoumas, Shivnath Babu
2013	B	`conf`	Rapid experimentation for testing and tuning a production database deployment. EDBT Nedyalko Borisov, Shivnath Babu
2013	A*	`conf`	Workload management for Big Data analytics. ICDE Ashraf Aboulnaga, Shivnath Babu
2013	—	`conf`	Workload management for big data analytics. SIGMOD Conference Ashraf Aboulnaga, Shivnath Babu
2012	A	`conf`	A practical concurrent index for solid-state drives. CIKM Risi Thonangi, Shivnath Babu, Jun Yang
2012	J	`jnl`	Database Workload Management (Dagstuhl Seminar 12282). Dagstuhl Reports Shivnath Babu, Goetz Graefe, Harumi A. Kuno
2012	J	`jnl`	Stubby: A Transformation-based Optimizer for MapReduce Workflows CoRR Harold Lim, Herodotos Herodotou, Shivnath Babu
2012	J	`jnl`	Stubby: A Transformation-based Optimizer for MapReduce Workflows. Proc. VLDB Endow. Harold Lim, Herodotos Herodotou, Shivnath Babu
2011	—	`conf`	Dealing proactively with data corruption: Challenges and opportunities. ICDE Workshops Nedyalko Borisov, Shivnath Babu, NagaPramod Mandagere, Sandeep Uttamchandani
2011	J	`jnl`	Interaction-aware scheduling of report-generation workloads. VLDB J. Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala
2011	J	`jnl`	Letter from the Special Issue Editors. IEEE Data Eng. Bull. Shivnath Babu, Kai-Uwe Sattler
2011	J	`jnl`	MapReduce Programming and Cost-based Optimization? Crossing this Chasm with Starfish. Proc. VLDB Endow. Herodotos Herodotou, Fei Dong, Shivnath Babu
2011	—	`conf`	No one (cluster) size fits all: automatic cluster sizing for data-intensive analytics. SoCC Herodotos Herodotou, Fei Dong, Shivnath Babu
2011	B	`conf`	Predicting completion times of batch query workloads using interaction-aware models and simulation. EDBT Mumtaz Ahmad, Songyun Duan, Ashraf Aboulnaga, Shivnath Babu
2011	J	`jnl`	Proactive Detection and Repair of Data Corruption: Towards a Hassle-free Declarative Approach with Amulet. Proc. VLDB Endow. Nedyalko Borisov, Shivnath Babu
2011	J	`jnl`	Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs. Proc. VLDB Endow. Herodotos Herodotou, Shivnath Babu
2011	—	`conf`	Query optimization techniques for partitioned tables. SIGMOD Conference Herodotos Herodotou, Nedyalko Borisov, Shivnath Babu
2011	A	`conf`	Starfish: A Self-tuning System for Big Data Analytics. CIDR Herodotos Herodotou, Harold Lim, Gang Luo, Nedyalko Borisov, Liang Dong, Fatma Bilgen Cetin, Shivnath Babu
2011	—	`conf`	Warding off the dangers of data corruption with amulet. SIGMOD Conference Nedyalko Borisov, Shivnath Babu, NagaPramod Mandagere, Sandeep Uttamchandani
2010	—	`conf`	Automated control for elastic storage. ICAC Harold Lim, Shivnath Babu, Jeffrey S. Chase
2010	A*	`conf`	Interaction-aware prediction of business intelligence workload completion times. ICDE Mumtaz Ahmad, Songyun Duan, Ashraf Aboulnaga, Shivnath Babu
2010	—	`ed.`	Proceedings of the Third International Workshop on Testing Database Systems, DBTest 2010, Indianapolis, Indiana, USA, June 7, 2010 DBTest Shivnath Babu, G. N. Paulley
2010	J	`jnl`	Report: 5th Int'l Workshop on Self-Managing Database Systems (SMDB 2010). IEEE Data Eng. Bull. Shivnath Babu, Kai-Uwe Sattler
2010	—	`conf`	Towards automatic optimization of MapReduce programs. SoCC Shivnath Babu
2010	J	`jnl`	Xplus: A SQL-Tuning-Aware Query Optimizer. Proc. VLDB Endow. Herodotos Herodotou, Shivnath Babu
2010	—	`conf`	iTuned: a tool for configuring and visualizing database parameters. SIGMOD Conference Vamsidhar Thummala, Shivnath Babu
2009	A*	`conf`	Automated Diagnosis of System Failures with Fa. ICDE Songyun Duan, Shivnath Babu
2009	A	`conf`	Automated Experiment-Driven Management of (Database) Systems. HotOS Shivnath Babu, Nedyalko Borisov, Songyun Duan, Herodotos Herodotou, Vamsidhar Thummala
2009	—	`conf`	Automated SQL tuning through trial and (sometimes) error. DBTest Herodotos Herodotou, Shivnath Babu
2009	—	`conf`	Automated control in cloud computing: challenges and opportunities. ACDC@ICAC Harold C. Lim, Shivnath Babu, Jeffrey S. Chase, Sujay S. Parekh
2009	—	`ch.`	Continuous Query. Encyclopedia of Database Systems Shivnath Babu
2009	J	`jnl`	DIADS: A Problem Diagnosis Tool for Databases and Storage Area Networks. Proc. VLDB Endow. Nedyalko Borisov, Shivnath Babu, Sandeep Uttamchandani, Ramani Routray, Aameek Singh
2009	A	`conf`	DIADS: Addressing the "My-Problem-or-Yours" Syndrome with Integrated SAN and Database Diagnosis. FAST Shivnath Babu, Nedyalko Borisov, Sandeep Uttamchandani, Ramani Routray, Aameek Singh
2009	A*	`conf`	Fa: A System for Automating Failure Diagnosis. ICDE Songyun Duan, Shivnath Babu, Kamesh Munagala
2009	—	`conf`	Large-scale uncertainty management systems: learning and exploiting your data. SIGMOD Conference Shivnath Babu, Sudipto Guha, Kamesh Munagala
2009	—	`conf`	Query interactions in database workloads. DBTest Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu
2009	—	`conf`	Reflective Control for an Elastic Cloud Application: An Automated Experiment Workbench. HotCloud Azbayar Demberel, Jeffrey S. Chase, Shivnath Babu
2009	A*	`conf`	Shaman: A Self-Healing Database System. ICDE Songyun Duan, Peter Franklin, Vamsidhar Thummala, Dongdong Zhao, Shivnath Babu
2009	J	`jnl`	Tuning Database Configuration Parameters with iTuned. Proc. VLDB Endow. Songyun Duan, Vamsidhar Thummala, Shivnath Babu
2009	J	`jnl`	Why Did My Query Slow Down? CoRR Nedyalko Borisov, Shivnath Babu, Sandeep Uttamchandani, Ramani Routray, Aameek Singh
2008	—	`conf`	Cutting Corners: Workbench Automation for Server Benchmarking. USENIX ATC Piyush Shivam, Varun Marupadi, Jeffrey S. Chase, Thileepan Subramaniam, Shivnath Babu
2008	—	`conf`	Empirical Comparison of Techniques for Automated Failure Diagnosis. SysML Songyun Duan, Shivnath Babu
2008	B	`conf`	Finding Good Configurations in High-Dimensional Spaces: Doing More with Less. MASCOTS Risi Thonangi, Vamsidhar Thummala, Shivnath Babu
2008	—	`conf`	Guided Problem Diagnosis through Active Learning. ICAC Songyun Duan, Shivnath Babu
2008	A	`conf`	Modeling and exploiting query interactions in database systems. CIKM Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala
2008	A*	`conf`	Processing Diagnosis Queries: A Principled and Scalable Approach. ICDE Shivnath Babu, Songyun Duan, Kamesh Munagala
2008	A*	`conf`	QShuffler: Getting the Query Mix Right. ICDE Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala
2008	J	`jnl`	Report: 3rd Int'l Workshop on Self-Managing Database Systems (SMDB 2008). IEEE Data Eng. Bull. 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
2007	—	`conf`	Automated and on-demand provisioning of virtual machines for database applications. SIGMOD Conference Piyush Shivam, Azbayar Demberel, Pradeep Gunda, David Irwin, Laura E. Grit, Aydan R. Yumerefendi, Shivnath Babu, Jeffrey S. Chase
2007	A*	`conf`	On Suspending and Resuming Dataflows. ICDE Badrish Chandramouli, Christopher N. Bond, Shivnath Babu, Jun Yang
2007	A*	`conf`	Processing Forecasting Queries. VLDB Songyun Duan, Shivnath Babu
2007	—	`conf`	Query suspend and resume. SIGMOD Conference Badrish Chandramouli, Christopher N. Bond, Shivnath Babu, Jun Yang
2007	—	`conf`	Toward Self-Healing Multitier Services. ICDE Workshops Brian Cook, Shivnath Babu, George Candea, Songyun Duan
2006	A*	`conf`	Active and Accelerated Learning of Cost Models for Optimizing Scientific Applications. VLDB Piyush Shivam, Shivnath Babu, Jeffrey S. Chase
2006	—	`conf`	Learning Application Models for Utility Resource Planning. ICAC Piyush Shivam, Shivnath Babu, Jeffrey S. Chase
2006	—	`conf`	Proactive identification of performance problems. SIGMOD Conference Songyun Duan, Shivnath Babu
2006	J	`jnl`	The CQL continuous query language: semantic foundations and query execution. VLDB J. Arvind Arasu, Shivnath Babu, Jennifer Widom
2005	A*	`conf`	Adaptive Caching for Continuous Queries. ICDE Shivnath Babu, Kamesh Munagala, Jennifer Widom, Rajeev Motwani
2005	A	`conf`	Adaptive Query Processing in the Looking Glass. CIDR Shivnath Babu, Pedro Bizarro
2005	—	`—`	Adaptive query processing in data stream management systems. Shivnath Babu
2005	A*	`conf`	Content-Based Routing: Different Plans for Different Data. VLDB Pedro Bizarro, Shivnath Babu, David J. DeWitt, Jennifer Widom
2005	—	`conf`	Proactive Re-optimization. SIGMOD Conference Shivnath Babu, Pedro Bizarro, David J. DeWitt
2005	—	`conf`	Proactive re-optimization with Rio. SIGMOD Conference Shivnath Babu, Pedro Bizarro, David J. DeWitt
2005	A	`conf`	The Pipelined Set Cover Problem. ICDT Kamesh Munagala, Shivnath Babu, Rajeev Motwani, Jennifer Widom
2004	—	`conf`	Adaptive Ordering of Pipelined Stream Filters. SIGMOD Conference Shivnath Babu, Rajeev Motwani, Kamesh Munagala, Itaru Nishizawa, Jennifer Widom
2004	J	`jnl`	Characterizing memory requirements for queries over continuous data streams. ACM Trans. Database Syst. Arvind Arasu, Brian Babcock, Shivnath Babu, Jon McAlister, Jennifer Widom
2004	J	`jnl`	Exploiting ACM Trans. Database Syst. Shivnath Babu, Utkarsh Srivastava, Jennifer Widom
2004	J	`jnl`	Operator scheduling in data stream systems. VLDB J. Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani, Dilys Thomas
2004	—	`conf`	StreaMon: An Adaptive Engine for Stream Query Processing. SIGMOD Conference Shivnath Babu, Jennifer Widom
2003	—	`conf`	CQL: A Language for Continuous Queries over Streams and Relations. DBPL Arvind Arasu, Shivnath Babu, Jennifer Widom
2003	—	`conf`	Chain : Operator Scheduling for Memory Minimization in Data Stream Systems. SIGMOD Conference Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani
2003	A	`conf`	Query Processing, Approximation, and Resource Management in a Data Stream Management System. CIDR Rajeev Motwani, Jennifer Widom, Arvind Arasu, Brian Babcock, Shivnath Babu, Mayur Datar, Gurmeet Singh Manku, Chris Olston, Justin Rosenstein, Rohit Varma
2003	—	`conf`	STREAM: The Stanford Stream Data Manager. SIGMOD Conference Arvind Arasu, Brian Babcock, Shivnath Babu, Mayur Datar, Keith Ito, Itaru Nishizawa, Justin Rosenstein, Jennifer Widom
2003	J	`jnl`	STREAM: The Stanford Stream Data Manager. IEEE Data Eng. Bull. Arvind Arasu, Brian Babcock, Shivnath Babu, Mayur Datar, Keith Ito, Rajeev Motwani, Itaru Nishizawa, Utkarsh Srivastava, Dilys Thomas, Rohit Varma, Jennifer Widom
2002	A*	`conf`	Characterizing Memory Requirements for Queries over Continuous Data Streams. PODS Arvind Arasu, Brian Babcock, Shivnath Babu, Jon McAlister, Jennifer Widom
2002	A*	`conf`	Models and Issues in Data Stream Systems. PODS Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani, Jennifer Widom
2001	J	`jnl`	Continuous Queries over Data Streams. SIGMOD Rec. Shivnath Babu, Jennifer Widom
2001	—	`conf`	SPARTAN: A Model-Based Semantic Compression System for Massive Data Tables. SIGMOD Conference Shivnath Babu, Minos N. Garofalakis, Rajeev Rastogi