Shivnath Babu

Publication Activity (10 Years)

Years Active: 2001-2020
Publications (10 Years): 13

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

CoRR

EDBT

Publications

Mayuresh Kunjir, Shivnath Babu
Black or White? How to Develop an AutoTuner for Memory-based Analytics [Extended Version]. CoRR (2020)
Mayuresh Kunjir, Shivnath Babu
Black or White? How to Develop an AutoTuner for Memory-based Analytics. SIGMOD Conference (2020)
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) (2019)
Prajakta Kalmegh, Shivnath Babu
MIFO: A Query-Semantic Aware Resource Allocation Policy. SIGMOD Conference (2019)
Prajakta Kalmegh, Shivnath Babu, Sudeepa Roy
iQCAR: inter-Query Contention Analyzer for Data Analytics Frameworks. SIGMOD Conference (2019)
Victor Giannakouris, Alejandro Fernandez, Alkis Simitsis, Shivnath Babu
Cost-Effective, Workload-Adaptive Migration of Big Data Applications to the Cloud. SIGMOD Conference (2019)
Anastasios Arvanitis, Shivnath Babu, Eric Chu, Adrian Popescu, Alkis Simitsis, Kevin Wilkinson
Automated Performance Management for the Big Data Stack. CIDR (2019)
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)
Prajakta Kalmegh, Shivnath Babu, Sudeepa Roy
iQCAR: Inter-Query Contention Analyzer. SoCC (2018)
Mayuresh Kunjir, Shivnath Babu
Thoth in Action: Memory Management in Modern Data Analytics. Proc. VLDB Endow. 10 (12) (2017)
Mayuresh Kunjir, Brandon Fain, Kamesh Munagala, Shivnath Babu
ROBUS: Fair Cache Allocation for Data-parallel Workloads. SIGMOD Conference (2017)
Prajakta Kalmegh, Shivnath Babu, Sudeepa Roy
Analyzing Query Performance and Attributing Blame for Contentions in a Cluster Computing Framework. CoRR (2017)
Zilong Tan, Shivnath Babu
Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases. Proc. VLDB Endow. 9 (10) (2016)
Zilong Tan, Shivnath Babu
Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases. CoRR (2015)
Mayuresh Kunjir, Brandon Fain, Kamesh Munagala, Shivnath Babu
ROBUS: Fair Cache Allocation for Multi-tenant Data-parallel Workloads. CoRR (2015)
Daniel Abadi, Shivnath Babu, Fatma Ozcan, Ippokratis Pandis
Tutorial: SQL-on-Hadoop Systems. Proc. VLDB Endow. 8 (12) (2015)
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) (2015)
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) (2014)
Shivnath Babu
Front Matter. Proc. VLDB Endow. 8 (4) (2014)
Harold Lim, Shivnath Babu
Execution and optimization of continuous windowed aggregation queries. ICDE Workshops (2014)
Mostafa Ead, Herodotos Herodotou, Ashraf Aboulnaga, Shivnath Babu
PStorM: Profile Storage and Matching for Feedback-Based Tuning of MapReduce Jobs. EDBT (2014)
Mayuresh Kunjir, Prajakta Kalmegh, Shivnath Babu
Thoth: Towards Managing a Multi-System Cluster. Proc. VLDB Endow. 7 (13) (2014)
Nedyalko Borisov, Shivnath Babu
Rapid experimentation for testing and tuning a production database deployment. EDBT (2013)
Botong Huang, Shivnath Babu, Jun Yang
Cumulon: optimizing statistical data analysis in the cloud. SIGMOD Conference (2013)
Ashraf Aboulnaga, Shivnath Babu
Workload management for Big Data analytics. ICDE (2013)
Shivnath Babu, Herodotos Herodotou
Massively Parallel Databases and MapReduce Systems. Found. Trends Databases 5 (1) (2013)
Harold Lim, Shivnath Babu
Execution and optimization of continuous queries with cyclops. SIGMOD Conference (2013)
Ashraf Aboulnaga, Shivnath Babu
Workload management for big data analytics. SIGMOD Conference (2013)
Herodotos Herodotou, Shivnath Babu
A What-if Engine for Cost-based MapReduce Optimization. IEEE Data Eng. Bull. 36 (1) (2013)
Harold Lim, Yuzhang Han, Shivnath Babu
How to Fit when No One Size Fits. CIDR (2013)
Shivnath Babu, Goetz Graefe, Harumi A. Kuno
Database Workload Management (Dagstuhl Seminar 12282). Dagstuhl Reports 2 (7) (2012)
Harold Lim, Herodotos Herodotou, Shivnath Babu
Stubby: A Transformation-based Optimizer for MapReduce Workflows. Proc. VLDB Endow. 5 (11) (2012)
Risi Thonangi, Shivnath Babu, Jun Yang
A practical concurrent index for solid-state drives. CIKM (2012)
Harold Lim, Herodotos Herodotou, Shivnath Babu
Stubby: A Transformation-based Optimizer for MapReduce Workflows CoRR (2012)
Herodotos Herodotou, Shivnath Babu
Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs. Proc. VLDB Endow. 4 (11) (2011)
Nedyalko Borisov, Shivnath Babu
Proactive Detection and Repair of Data Corruption: Towards a Hassle-free Declarative Approach with Amulet. Proc. VLDB Endow. 4 (12) (2011)
Herodotos Herodotou, Fei Dong, Shivnath Babu
No one (cluster) size fits all: automatic cluster sizing for data-intensive analytics. SoCC (2011)
Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala
Interaction-aware scheduling of report-generation workloads. VLDB J. 20 (4) (2011)
Nedyalko Borisov, Shivnath Babu, NagaPramod Mandagere, Sandeep Uttamchandani
Dealing proactively with data corruption: Challenges and opportunities. ICDE Workshops (2011)
Shivnath Babu, Kai-Uwe Sattler
Letter from the Special Issue Editors. IEEE Data Eng. Bull. 34 (4) (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)
Nedyalko Borisov, Shivnath Babu, NagaPramod Mandagere, Sandeep Uttamchandani
Warding off the dangers of data corruption with amulet. SIGMOD Conference (2011)
Herodotos Herodotou, Nedyalko Borisov, Shivnath Babu
Query optimization techniques for partitioned tables. SIGMOD Conference (2011)
Herodotos Herodotou, Fei Dong, Shivnath Babu
MapReduce Programming and Cost-based Optimization? Crossing this Chasm with Starfish. Proc. VLDB Endow. 4 (12) (2011)
Mumtaz Ahmad, Songyun Duan, Ashraf Aboulnaga, Shivnath Babu
Predicting completion times of batch query workloads using interaction-aware models and simulation. EDBT (2011)
Herodotos Herodotou, Shivnath Babu
Xplus: A SQL-Tuning-Aware Query Optimizer. Proc. VLDB Endow. 3 (1) (2010)
Vamsidhar Thummala, Shivnath Babu
iTuned: a tool for configuring and visualizing database parameters. SIGMOD Conference (2010)
Harold Lim, Shivnath Babu, Jeffrey S. Chase
Automated control for elastic storage. ICAC (2010)
Shivnath Babu, Kai-Uwe Sattler
Report: 5th Int'l Workshop on Self-Managing Database Systems (SMDB 2010). IEEE Data Eng. Bull. 33 (3) (2010)
Mumtaz Ahmad, Songyun Duan, Ashraf Aboulnaga, Shivnath Babu
Interaction-aware prediction of business intelligence workload completion times. ICDE (2010)
Shivnath Babu
Towards automatic optimization of MapReduce programs. SoCC (2010)
Songyun Duan, Vamsidhar Thummala, Shivnath Babu
Tuning Database Configuration Parameters with iTuned. Proc. VLDB Endow. 2 (1) (2009)
Songyun Duan, Shivnath Babu
Automated Diagnosis of System Failures with Fa. ICDE (2009)
Herodotos Herodotou, Shivnath Babu
Automated SQL tuning through trial and (sometimes) error. DBTest (2009)
Songyun Duan, Shivnath Babu, Kamesh Munagala
Fa: A System for Automating Failure Diagnosis. ICDE (2009)
Azbayar Demberel, Jeffrey S. Chase, Shivnath Babu
Reflective Control for an Elastic Cloud Application: An Automated Experiment Workbench. HotCloud (2009)
Shivnath Babu, Nedyalko Borisov, Songyun Duan, Herodotos Herodotou, Vamsidhar Thummala
Automated Experiment-Driven Management of (Database) Systems. HotOS (2009)
Shivnath Babu, Sudipto Guha, Kamesh Munagala
Large-scale uncertainty management systems: learning and exploiting your data. SIGMOD Conference (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)
Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu
Query interactions in database workloads. DBTest (2009)
Nedyalko Borisov, Shivnath Babu, Sandeep Uttamchandani, Ramani Routray, Aameek Singh
Why Did My Query Slow Down? CoRR (2009)
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) (2009)
Songyun Duan, Peter Franklin, Vamsidhar Thummala, Dongdong Zhao, Shivnath Babu
Shaman: A Self-Healing Database System. ICDE (2009)
Harold C. Lim, Shivnath Babu, Jeffrey S. Chase, Sujay S. Parekh
Automated control in cloud computing: challenges and opportunities. ACDC@ICAC (2009)
Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala
Modeling and exploiting query interactions in database systems. CIKM (2008)
Songyun Duan, Shivnath Babu
Guided Problem Diagnosis through Active Learning. ICAC (2008)
Songyun Duan, Shivnath Babu
Empirical Comparison of Techniques for Automated Failure Diagnosis. SysML (2008)
Risi Thonangi, Vamsidhar Thummala, Shivnath Babu
Finding Good Configurations in High-Dimensional Spaces: Doing More with Less. MASCOTS (2008)
Piyush Shivam, Varun Marupadi, Jeffrey S. Chase, Thileepan Subramaniam, Shivnath Babu
Cutting Corners: Workbench Automation for Server Benchmarking. USENIX Annual Technical Conference (2008)
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) (2008)
Mumtaz Ahmad, Ashraf Aboulnaga, Shivnath Babu, Kamesh Munagala
QShuffler: Getting the Query Mix Right. ICDE (2008)
Shivnath Babu, Songyun Duan, Kamesh Munagala
Processing Diagnosis Queries: A Principled and Scalable Approach. ICDE (2008)
Songyun Duan, Shivnath Babu
Processing Forecasting Queries. VLDB (2007)
Badrish Chandramouli, Christopher N. Bond, Shivnath Babu, Jun Yang
On Suspending and Resuming Dataflows. ICDE (2007)
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)
Brian Cook, Shivnath Babu, George Candea, Songyun Duan
Toward Self-Healing Multitier Services. ICDE Workshops (2007)
Badrish Chandramouli, Christopher N. Bond, Shivnath Babu, Jun Yang
Query suspend and resume. SIGMOD Conference (2007)
Arvind Arasu, Shivnath Babu, Jennifer Widom
The CQL continuous query language: semantic foundations and query execution. VLDB J. 15 (2) (2006)
Songyun Duan, Shivnath Babu
Proactive identification of performance problems. SIGMOD Conference (2006)
Piyush Shivam, Shivnath Babu, Jeffrey S. Chase
Learning Application Models for Utility Resource Planning. ICAC (2006)
Piyush Shivam, Shivnath Babu, Jeffrey S. Chase
Active and Accelerated Learning of Cost Models for Optimizing Scientific Applications. VLDB (2006)
Shivnath Babu, Pedro Bizarro, David J. DeWitt
Proactive re-optimization with Rio. SIGMOD Conference (2005)
Shivnath Babu, Pedro Bizarro
Adaptive Query Processing in the Looking Glass. CIDR (2005)
Shivnath Babu, Kamesh Munagala, Jennifer Widom, Rajeev Motwani
Adaptive Caching for Continuous Queries. ICDE (2005)
Pedro Bizarro, Shivnath Babu, David J. DeWitt, Jennifer Widom
Content-Based Routing: Different Plans for Different Data. VLDB (2005)
Shivnath Babu, Pedro Bizarro, David J. DeWitt
Proactive Re-optimization. SIGMOD Conference (2005)
Kamesh Munagala, Shivnath Babu, Rajeev Motwani, Jennifer Widom
The Pipelined Set Cover Problem. ICDT (2005)
Arvind Arasu, Brian Babcock, Shivnath Babu, Jon McAlister, Jennifer Widom
Characterizing memory requirements for queries over continuous data streams. ACM Trans. Database Syst. 29 (2004)
Shivnath Babu, Jennifer Widom
StreaMon: An Adaptive Engine for Stream Query Processing. SIGMOD Conference (2004)
Shivnath Babu, Utkarsh Srivastava, Jennifer Widom
-constraints to reduce memory overhead in continuous queries over data streams. ACM Trans. Database Syst. 29 (3) (2004)
Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani, Dilys Thomas
Operator scheduling in data stream systems. VLDB J. 13 (4) (2004)
Shivnath Babu, Rajeev Motwani, Kamesh Munagala, Itaru Nishizawa, Jennifer Widom
Adaptive Ordering of Pipelined Stream Filters. SIGMOD Conference (2004)
Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani
Chain : Operator Scheduling for Memory Minimization in Data Stream Systems. SIGMOD Conference (2003)
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) (2003)
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)
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)
Shivnath Babu, Minos N. Garofalakis, Rajeev Rastogi
: using constrained models for guaranteed-error semantic compression. SIGKDD Explor. 4 (1) (2002)
Arvind Arasu, Brian Babcock, Shivnath Babu, Jon McAlister, Jennifer Widom
Characterizing Memory Requirements for Queries over Continuous Data Streams. PODS (2002)
Brian Babcock, Shivnath Babu, Mayur Datar, Rajeev Motwani, Jennifer Widom
Models and Issues in Data Stream Systems. PODS (2002)

Shivnath Babu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Shivnath Babu