Shivnath Babu

CoRR, 2020

Black or White? How to Develop an AutoTuner for Memory-based Analytics.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

iQCAR: inter-Query Contention Analyzer for Data Analytics Frameworks.

[BibT_eX]

[DOI]

Sudeepa Roy

Proceedings of the 2019 International Conference on Management of Data, 2019

MIFO: A Query-Semantic Aware Resource Allocation Policy.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Cost-Effective, Workload-Adaptive Migration of Big Data Applications to the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Automated Performance Management for the Big Data Stack.

[BibT_eX]

[DOI]

Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

2018

Continuous Query.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

iQCAR: A Demonstration of an Inter-Query Contention Analyzer for Cluster Computing Frameworks.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

iQCAR: Inter-Query Contention Analyzer.

[BibT_eX]

[DOI]

Sudeepa Roy

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

Thoth in Action: Memory Management in Modern Data Analytics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Analyzing Query Performance and Attributing Blame for Contentions in a Cluster Computing Framework.

[BibT_eX]

[DOI]

Sudeepa Roy

CoRR, 2017

ROBUS: Fair Cache Allocation for Data-parallel Workloads.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

2016

Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases.

[BibT_eX]

[DOI]

Zilong Tan

Proc. VLDB Endow., 2016

STREAM: The Stanford Data Stream Management System.

[BibT_eX]

[DOI]

Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

2015

Cumulon: Matrix-Based Data Analytics in the Cloud with Spot Instances.

[BibT_eX]

[DOI]

Botong Huang

Nicholas W. D. Jarrett

Sayan Mukherjee

Proc. VLDB Endow., 2015

Tutorial: SQL-on-Hadoop Systems.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

ROBUS: Fair Cache Allocation for Multi-tenant Data-parallel Workloads.

[BibT_eX]

[DOI]

CoRR, 2015

2014

Thoth: Towards Managing a Multi-System Cluster.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Front Matter.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Cumulon: Cloud-Based Statistical Analysis from Users Perspective.

[BibT_eX]

[DOI]

Botong Huang

Nicholas W. D. Jarrett

Sayan Mukherjee

IEEE Data Eng. Bull., 2014

Execution and optimization of continuous windowed aggregation queries.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014

PStorM: Profile Storage and Matching for Feedback-Based Tuning of MapReduce Jobs.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013

Massively Parallel Databases and MapReduce Systems.

[BibT_eX]

[DOI]

Found. Trends Databases, 2013

A What-if Engine for Cost-based MapReduce Optimization.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2013

Execution and optimization of continuous queries with cyclops.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Cumulon: optimizing statistical data analysis in the cloud.

[BibT_eX]

[DOI]

Botong Huang

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Workload management for Big Data analytics.

[BibT_eX]

[DOI]

Ashraf Aboulnaga

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Rapid experimentation for testing and tuning a production database deployment.

[BibT_eX]

[DOI]

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

How to Fit when No One Size Fits.

[BibT_eX]

[DOI]

Yuzhang Han

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012

Stubby: A Transformation-based Optimizer for MapReduce Workflows.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Database Workload Management (Dagstuhl Seminar 12282).

[BibT_eX]

[DOI]

Goetz Graefe

Harumi A. Kuno

Dagstuhl Reports, 2012

A practical concurrent index for solid-state drives.

[BibT_eX]

[DOI]

Risi Thonangi

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Interaction-aware scheduling of report-generation workloads.

[BibT_eX]

[DOI]

VLDB J., 2011

MapReduce Programming and Cost-based Optimization? Crossing this Chasm with Starfish.

[BibT_eX]

[DOI]

Fei Dong

Proc. VLDB Endow., 2011

Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Proactive Detection and Repair of Data Corruption: Towards a Hassle-free Declarative Approach with Amulet.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Letter from the Special Issue Editors.

[BibT_eX]

[DOI]

Kai-Uwe Sattler

IEEE Data Eng. Bull., 2011

Query optimization techniques for partitioned tables.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Warding off the dangers of data corruption with amulet.

[BibT_eX]

[DOI]

NagaPramod Mandagere

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Dealing proactively with data corruption: Challenges and opportunities.

[BibT_eX]

[DOI]

NagaPramod Mandagere

Proceedings of the Workshops Proceedings of the 27th International Conference on Data Engineering, 2011

Predicting completion times of batch query workloads using interaction-aware models and simulation.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2011, 2011

No one (cluster) size fits all: automatic cluster sizing for data-intensive analytics.

[BibT_eX]

[DOI]

Fei Dong

Proceedings of the ACM Symposium on Cloud Computing in conjunction with SOSP 2011, 2011

Starfish: A Self-tuning System for Big Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

2010

Xplus: A SQL-Tuning-Aware Query Optimizer.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Report: 5th Int'l Workshop on Self-Managing Database Systems (SMDB 2010).

[BibT_eX]

[DOI]

Kai-Uwe Sattler

IEEE Data Eng. Bull., 2010

iTuned: a tool for configuring and visualizing database parameters.

[BibT_eX]

[DOI]

Vamsidhar Thummala

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Interaction-aware prediction of business intelligence workload completion times.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

Automated control for elastic storage.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Autonomic Computing, 2010

Towards automatic optimization of MapReduce programs.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Symposium on Cloud Computing, 2010

2009

Continuous Query.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Tuning Database Configuration Parameters with iTuned.

[BibT_eX]

[DOI]

Vamsidhar Thummala

Proc. VLDB Endow., 2009

DIADS: A Problem Diagnosis Tool for Databases and Storage Area Networks.

[BibT_eX]

[DOI]

Ramani Routray

Aameek Singh

Proc. VLDB Endow., 2009

Why Did My Query Slow Down?

[BibT_eX]

[DOI]

Ramani Routray

Aameek Singh

CoRR, 2009

Automated SQL tuning through trial and (sometimes) error.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Testing Database Systems, 2009

Large-scale uncertainty management systems: learning and exploiting your data.

[BibT_eX]

[DOI]

Sudipto Guha

Kamesh Munagala

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Query interactions in database workloads.

[BibT_eX]

[DOI]

Mumtaz Ahmad

Ashraf Aboulnaga

Proceedings of the 2nd International Workshop on Testing Database Systems, 2009

Shaman: A Self-Healing Database System.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Fa: A System for Automating Failure Diagnosis.

[BibT_eX]

[DOI]

Kamesh Munagala

Proceedings of the 25th International Conference on Data Engineering, 2009

Automated Diagnosis of System Failures with Fa.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Automated control in cloud computing: challenges and opportunities.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Automated Control for Datacenters and Clouds, 2009

Automated Experiment-Driven Management of (Database) Systems.

[BibT_eX]

[DOI]

Proceedings of HotOS'09: 12th Workshop on Hot Topics in Operating Systems, 2009

Reflective Control for an Elastic Cloud Application: An Automated Experiment Workbench.

[BibT_eX]

[DOI]

Azbayar Demberel

Proceedings of the Workshop on Hot Topics in Cloud Computing, 2009

DIADS: Addressing the "My-Problem-or-Yours" Syndrome with Integrated SAN and Database Diagnosis.

[BibT_eX]

[DOI]

Ramani Routray

Aameek Singh

Proceedings of the 7th USENIX Conference on File and Storage Technologies, 2009

2008

Report: 3rd Int'l Workshop on Self-Managing Database Systems (SMDB 2008).

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2008

Cutting Corners: Workbench Automation for Server Benchmarking.

[BibT_eX]

[DOI]

Piyush Shivam

Varun Marupadi

Thileepan Subramaniam

Proceedings of the 2008 USENIX Annual Technical Conference, 2008

Empirical Comparison of Techniques for Automated Failure Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Third Workshop on Tackling Computer Systems Problems with Machine Learning Techniques, 2008

Finding Good Configurations in High-Dimensional Spaces: Doing More with Less.

[BibT_eX]

Risi Thonangi

Vamsidhar Thummala

Proceedings of the 16th International Symposium on Modeling, 2008

Processing Diagnosis Queries: A Principled and Scalable Approach.

[BibT_eX]

[DOI]

Kamesh Munagala

Proceedings of the 24th International Conference on Data Engineering, 2008

QShuffler: Getting the Query Mix Right.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Guided Problem Diagnosis through Active Learning.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Conference on Autonomic Computing, 2008

Modeling and exploiting query interactions in database systems.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

Processing Forecasting Queries.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Automated and on-demand provisioning of virtual machines for database applications.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Query suspend and resume.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Toward Self-Healing Multitier Services.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

On Suspending and Resuming Dataflows.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

2006

The CQL continuous query language: semantic foundations and query execution.

[BibT_eX]

[DOI]

Arvind Arasu

VLDB J., 2006

Active and Accelerated Learning of Cost Models for Optimizing Scientific Applications.

[BibT_eX]

[DOI]

Piyush Shivam

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Proactive identification of performance problems.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Learning Application Models for Utility Resource Planning.

[BibT_eX]

[DOI]

Piyush Shivam

Proceedings of the 3rd International Conference on Autonomic Computing, 2006

2005

Adaptive query processing in data stream management systems.

[BibT_eX]

[DOI]

PhD thesis, 2005

Content-Based Routing: Different Plans for Different Data.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Proactive re-optimization with Rio.

[BibT_eX]

[DOI]

Pedro Bizarro

David J. DeWitt

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Proactive Re-optimization.

[BibT_eX]

[DOI]

Pedro Bizarro

David J. DeWitt

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

The Pipelined Set Cover Problem.

[BibT_eX]

[DOI]

Proceedings of the Database Theory, 2005

Adaptive Caching for Continuous Queries.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

Adaptive Query Processing in the Looking Glass.

[BibT_eX]

[DOI]

Pedro Bizarro

Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005

2004

Operator scheduling in data stream systems.

[BibT_eX]

[DOI]

VLDB J., 2004

Exploiting <i>k</i>-constraints to reduce memory overhead in continuous queries over data streams.

[BibT_eX]

[DOI]

Utkarsh Srivastava

ACM Trans. Database Syst., 2004

Characterizing memory requirements for queries over continuous data streams.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2004

StreaMon: An Adaptive Engine for Stream Query Processing.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Adaptive Ordering of Pipelined Stream Filters.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

2003

STREAM: The Stanford Stream Data Manager.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2003

Chain : Operator Scheduling for Memory Minimization in Data Stream Systems.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

STREAM: The Stanford Stream Data Manager.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

CQL: A Language for Continuous Queries over Streams and Relations.

[BibT_eX]

[DOI]

Arvind Arasu

Proceedings of the Database Programming Languages, 9th International Workshop, 2003

Query Processing, Approximation, and Resource Management in a Data Stream Management System.

[BibT_eX]

[DOI]

Proceedings of the First Biennial Conference on Innovative Data Systems Research, 2003

2002

<i>SPARTAN</i>: using constrained models for guaranteed-error semantic compression.

[BibT_eX]

[DOI]

Minos N. Garofalakis

Rajeev Rastogi

SIGKDD Explor., 2002

Models and Issues in Data Stream Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-first ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2002

2001

Continuous Queries over Data Streams.

[BibT_eX]

[DOI]

SIGMOD Rec., 2001

SPARTAN: A Model-Based Semantic Compression System for Massive Data Tables.

[BibT_eX]

[DOI]