Joseph L. Hellerstein

According to our database, Joseph L. Hellerstein authored at least 138 papers between 1981 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

VSCode-Antimony: a source editor for building, analyzing, and translating antimony models.

Steve Ma, Longxuan Fan, Sai Anish Konanki, Eva Liu, John H. Gennari, Lucian P. Smith, Joseph L. Hellerstein, Herbert M. Sauro

Bioinform., December, 2023

An automated model annotation system (AMAS) for SBML models.

Woosub Shin, John H. Gennari, Joseph L. Hellerstein, Herbert M. Sauro

Bioinform., October, 2023

Cesium: A public database of evolved oscillatory reaction networks.

Lillian T. Tatka, Wesley Luk, Timothy C. Elston, Joseph L. Hellerstein, Herbert M. Sauro

Biosyst., February, 2023

2022

BioSimulators: a central registry of simulation engines and services for recommending specific tools.

Bilal Shaikh, Lucian P. Smith, Dan Vasilescu, Gnaneswara Marupilla, Michael Wilson, Eran Agmon, Henry Agnew, Steven S. Andrews, Azraf Anwar, Moritz E. Beber, Frank T. Bergmann, David Brooks, Lutz Brusch, Laurence Calzone, Kiri Choi, Joshua Cooper, John Detloff, Brian Drawert, Michel Dumontier, G. Bard Ermentrout, James R. Faeder, Andrew P. Freiburger, Fabian Fröhlich, Akira Funahashi, Alan Garny, John H. Gennari, Padraig Gleeson, Anne Goelzer, Zachary B. Haiman, Jan Hasenauer, Joseph L. Hellerstein, Henning Hermjakob, Stefan Hoops, Jon C. Ison, Diego Jahn, Henry V. Jakubowski, Ryann Jordan, Matús Kalas, Matthias König, Wolfram Liebermeister, Rahuman S. Malik-Sheriff, Synchon Mandal, Robert A. McDougal, J. Kyle Medley, Pedro Mendes, Robert Müller, Chris J. Myers, Aurélien Naldi, Tung V. N. Nguyen, David P. Nickerson, Brett G. Olivier, Drashti Patoliya, Loïc Paulevé, Linda R. Petzold, Ankita Priya, Anand K. Rampadarath, Johann M. Rohwer, Ali S. Saglam, Dilawar Singh, Ankur Sinha, Jacky L. Snoep, Hugh Sorby, Ryan K. Spangler, Jörn Starruß, Payton J. Thomas, David D. van Niekerk, Daniel Weindl, Fengkai Zhang, Anna Zhukova, Arthur P. Goldberg, James C. Schaff, Michael L. Blinov, Herbert M. Sauro, Ion I. Moraru, Jonathan R. Karr

Nucleic Acids Res., 2022

BioSimulators: a central registry of simulation engines and services for recommending specific tools.

Bilal Shaikh, Lucian P. Smith, Dan Vasilescu, Gnaneswara Marupilla, Michael Wilson, Eran Agmon, Henry Agnew, Steven S. Andrews, Azraf Anwar, Moritz E. Beber, Frank T. Bergmann, David Brooks, Lutz Brusch, Laurence Calzone, Kiri Choi, Joshua Cooper, John Detloff, Brian Drawert, Michel Dumontier, G. Bard Ermentrout, James R. Faeder, Andrew P. Freiburger, Fabian Fröhlich, Akira Funahashi, Alan Garny, John H. Gennari, Padraig Gleeson, Anne Goelzer, Zachary B. Haiman, Joseph L. Hellerstein, Stefan Hoops, Jon C. Ison, Diego Jahn, Henry V. Jakubowski, Ryann Jordan, Matús Kalas, Matthias König, Wolfram Liebermeister, Synchon Mandal, Robert A. McDougal, J. Kyle Medley, Pedro Mendes, Robert Müller, Chris J. Myers, Aurélien Naldi, Tung V. N. Nguyen, David P. Nickerson, Brett G. Olivier, Drashti Patoliya, Loïc Paulevé, Linda R. Petzold, Ankita Priya, Anand K. Rampadarath, Johann M. Rohwer, Ali S. Saglam, Dilawar Singh, Ankur Sinha, Jacky L. Snoep, Hugh Sorby, Ryan K. Spangler, Jörn Starruß, Payton J. Thomas, David D. van Niekerk, Daniel Weindl, Fengkai Zhang, Anna Zhukova, Arthur P. Goldberg, Michael L. Blinov, Herbert M. Sauro, Ion I. Moraru, Jonathan R. Karr

CoRR, 2022

2021

Isolating structural errors in reaction networks in systems biology.

Woosub Shin, Joseph L. Hellerstein

Bioinform., 2021

2020

A compiler for biological networks on silicon chips.

J. Kyle Medley, Jonathan J. Y. Teo, Sung Sik Woo, Joseph L. Hellerstein, Rahul Sarpeshkar, Herbert M. Sauro

PLoS Comput. Biol., 2020

libsbmljs - Enabling web-based SBML tools.

J. Kyle Medley, Joseph L. Hellerstein, Herbert M. Sauro

Biosyst., 2020

2018

Tellurium notebooks - An environment for reproducible dynamical modeling in systems biology.

J. Kyle Medley, Kiri Choi, Matthias König, Lucian P. Smith, Stanley Gu, Joseph L. Hellerstein, Stuart C. Sealfon, Herbert M. Sauro

PLoS Comput. Biol., 2018

SLAOrchestrator: Reducing the Cost of Performance SLAs for Cloud Data Analytics.

Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Johannes Gehrke, Joseph L. Hellerstein

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

2017

SciSheets: Providing the Power of Programming With The Simplicity of Spreadsheets.

Alicia Clark, Joseph L. Hellerstein

Proceedings of the 16th Python in Science Conference 2017, 2017

2016

PerfEnforce: A Dynamic Scaling Engine for Analytics with Performance Guarantees.

Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Joseph L. Hellerstein

CoRR, 2016

2014

Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud.

Qi Zhang, Mohamed Faten Zhani, Raouf Boutaba, Joseph L. Hellerstein

IEEE Trans. Cloud Comput., 2014

2013

Dynamic Service Placement in Geographically Distributed Clouds.

Qi Zhang, Quanyan Zhu, Mohamed Faten Zhani, Raouf Boutaba, Joseph L. Hellerstein

IEEE J. Sel. Areas Commun., 2013

Science in the cloud (keynote).

Joseph L. Hellerstein

Proceedings of the 8th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2013

Harmony: Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud.

Qi Zhang, Mohamed Faten Zhani, Raouf Boutaba, Joseph L. Hellerstein

Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

2012

Science in the Cloud: Accelerating Discovery in the 21st Century.

Joseph L. Hellerstein, Kai J. Kohlhoff, David E. Konerding

IEEE Internet Comput., 2012

Obfuscatory obscanturism: Making workload traces of commercially-sensitive systems safe to release.

Charles Reiss, John Wilkes, Joseph L. Hellerstein

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Dynamic energy-aware capacity provisioning for cloud computing environments.

Qi Zhang, Mohamed Faten Zhani, Shuo Zhang, Quanyan Zhu, Raouf Boutaba, Joseph L. Hellerstein

Proceedings of the 9th International Conference on Autonomic Computing, 2012

2011

Modeling and synthesizing task placement constraints in Google compute clusters.

Bikash Sharma, Victor Chudnovsky, Joseph L. Hellerstein, Rasekh Rifaat, Chita R. Das

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

2010

Towards characterizing cloud backend workloads: insights from Google compute clusters.

Asit K. Mishra, Joseph L. Hellerstein, Walfredo Cirne, Chita R. Das

SIGMETRICS Perform. Evaluation Rev., 2010

Recent advances in autonomic communications [Guest Editorial].

Raouf Boutaba, Jean-Philippe Martin-Flatin, Joseph L. Hellerstein, Randy H. Katz, George Pavlou, Chin-Tau Lea

IEEE J. Sel. Areas Commun., 2010

The Role of Quantitative Models in Building Scalable Cloud Infrastructures.

Joseph L. Hellerstein

Proceedings of the QEST 2010, 2010

Why feedback implementations fail: the importance of systematic testing.

Joseph L. Hellerstein

Proceedings of the Fifth International Workshop on Feedback Control Implementation and Design in Computing Systems and Networks, 2010

2009

Research challenges in control engineering of computing systems.

Joseph L. Hellerstein, Sharad Singhal, Qian Wang

IEEE Trans. Netw. Serv. Manag., 2009

Applying control theory in the real world: experience with building a controller for the .NET thread pool.

Joseph L. Hellerstein, Vance Morrison, Eric Eilebrecht

SIGMETRICS Perform. Evaluation Rev., 2009

Configuring resource managers using model fuzzing: A case study of the .NET thread pool.

Joseph L. Hellerstein

Proceedings of the Integrated Network Management, 2009

Engineering autonomic systems.

Joseph L. Hellerstein

Proceedings of the 6th International Conference on Autonomic Computing, 2009

2008

Optimizing software packages for application management.

Joseph L. Hellerstein

Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008

2007

A Configuration Complexity Model and Its Application to a Change Management System.

Alexander Keller, Aaron B. Brown, Joseph L. Hellerstein

IEEE Trans. Netw. Serv. Manag., 2007

Engineering Self-Organizing Systems.

Joseph L. Hellerstein

Proceedings of the Self-Organizing Systems, Second International Workshop, 2007

Control Theory: a Foundational Technique for Self Managing Databases.

Sam Lightstone, Maheswaran Surendra, Yixin Diao, Sujay S. Parekh, Joseph L. Hellerstein, Kevin Rose, Adam J. Storm, Christian Garcia-Arellano

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

Engineering Performance Using Control Theory.

Joseph L. Hellerstein, Yixin Diao

Proceedings of the 33rd International Computer Measurement Group Conference, 2007

2006

Introduction to the special issue.

Joseph L. Hellerstein, Xiaoyun Zhu, Tarek F. Abdelzaher

SIGBED Rev., 2006

Control of large scale computing systems.

Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh

SIGBED Rev., 2006

Management of Integrated End-to-End Communications and Services - Report on NOMS 2006.

Joseph L. Hellerstein, Burkhard Stiller

J. Netw. Syst. Manag., 2006

Modeling Differentiated Services of Multi-Tier Web Applications.

Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Hidayatullah Shaikh, Maheswaran Surendra, Asser N. Tantawi

Proceedings of the 14th International Symposium on Modeling, 2006

Dynamic Adaptation of Temporal Event Correlation for QoS Management in Distributed Systems.

Rean Griffith, Joseph L. Hellerstein, Gail E. Kaiser, Yixin Diao

Proceedings of the Quality of Service - IWQoS 2006: 14th International Workshop, 2006

Controlling Quality of Service in Multi-Tier Web Applications.

Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Hidayatullah Shaikh, Maheswaran Surendra

Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

Towards an Understanding of Decision Complexity in IT Configuration.

Bin Lin, Aaron B. Brown, Joseph L. Hellerstein

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

2005

An on-line, business-oriented optimization of performance and availability for utility computing.

Joseph L. Hellerstein, Kaan Katircioglu, Maheswaran Surendra

IEEE J. Sel. Areas Commun., 2005

A control theory foundation for self-managing computing systems.

Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Rean Griffith, Gail E. Kaiser, Dan B. Phung

IEEE J. Sel. Areas Commun., 2005

A framework for applying inventory control to capacity management for utility computing.

Joseph L. Hellerstein, Kaan Katircioglu, Maheswaran Surendra

Proceedings of the Integrated Network Management, 2005

Introduction to control theory for computer scientists.

Joseph L. Hellerstein

Proceedings of the Integrated Network Management, 2005

Is policy-based management possible?

Joseph L. Hellerstein

Proceedings of the Integrated Network Management, 2005

A model of configuration complexity and its application to a change management system.

Aaron B. Brown, Alexander Keller, Joseph L. Hellerstein

Proceedings of the Integrated Network Management, 2005

Falling Off the Cliff: When Systems Go Nonlinear.

Yvonne Coady, Russ Cox, John DeTreville, Peter Druschel, Joseph L. Hellerstein, Andrew Hume, Kimberly Keeton, Thu Nguyen, Christopher Small, Lex Stein, Andrew Warfield

Proceedings of HotOS'05: 10th Workshop on Hot Topics in Operating Systems, 2005

Reducing the Cost of IT Operations - Is Automation Always the Answer?

Aaron B. Brown, Joseph L. Hellerstein

Proceedings of HotOS'05: 10th Workshop on Hot Topics in Operating Systems, 2005

Self-Managing Systems: A Control Theory Foundation.

Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Rean Griffith, Gail E. Kaiser, Dan B. Phung

Proceedings of the 12th IEEE International Conference on the Engineering of Computer-Based Systems (ECBS 2005), 2005

Control Considerations for Scalable Event Processing.

Wei Xu, Joseph L. Hellerstein, Bill Kramer, David A. Patterson

Proceedings of the Ambient Networks, 2005

Comparative studies of load balancing with control and optimization techniques.

Yixin Diao, Chai Wah Wu, Joseph L. Hellerstein, Adam J. Storm, Maheswaran Surendra, Sam Lightstone, Sujay S. Parekh, Christian Garcia-Arellano, Matthew Carroll, Lee Chu, Jerome Colaco

Proceedings of the American Control Conference, 2005

2004

Generic On-Line Discovery of Quantitative Models.

Alexander Keller, Yixin Diao, Frank Eskesen, Steve Froehlich, Joseph L. Hellerstein, Maheswaran Surendra, Lisa Spainhower

IEEE Trans. Netw. Serv. Manag., 2004

Service level management: A dynamic discovery and optimization approach.

Yixin Diao, Frank Eskesen, Steve Froehlich, Joseph L. Hellerstein, Alexander Keller, Lisa Spainhower, Maheswaran Surendra

IEEE Trans. Netw. Serv. Manag., 2004

An approach to benchmarking configuration complexity.

Aaron B. Brown, Joseph L. Hellerstein

Proceedings of the 11st ACM SIGOPS European Workshop, 2004

Incorporating Cost of Control into the Design of a Load Balancing Controller.

Yixin Diao, Joseph L. Hellerstein, Adam J. Storm, Maheswaran Surendra, Sam Lightstone, Sujay S. Parekh, Christian Garcia-Arellano

Proceedings of the 10th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2004), 2004

The CHAMPS system: change management with planning and scheduling.

Alexander Keller, Joseph L. Hellerstein, Joel L. Wolf, Kun-Lung Wu, Vijaya Krishnan

Proceedings of the Managing Next Generation Convergence Networks and Services, 2004

The Response to IT Complexity: Autonomic Computing.

Alan G. Ganek, Cristiane P. Hilkner, John W. Sweitzer, Brent A. Miller, Joseph L. Hellerstein

Proceedings of the 3rd IEEE International Symposium on Network Computing and Applications (NCA 2004), 30 August, 2004

Self-Managing Systems: A Control Theory Foundation.

Joseph L. Hellerstein

Proceedings of the 29th Annual IEEE Conference on Local Computer Networks (LCN 2004), 2004

Benchmarking Autonomic Capabilities: Promises and Pitfalls.

Aaron B. Brown, Joseph L. Hellerstein, Matt Hogstrom, Tony Lau, Sam Lightstone, Peter Shum, Mary Peterson Yost

Proceedings of the 1st International Conference on Autonomic Computing (ICAC 2004), 2004

Throttling utilities in the IBM DB2 universal database server.

Sujay S. Parekh, Kevin Rose, Yixin Diao, Victor Chang, Joseph L. Hellerstein, Sam Lightstone, Matthew Huras

Proceedings of the 2004 American Control Conference, 2004

Challenges in control engineering of computing systems.

Joseph L. Hellerstein

Proceedings of the 2004 American Control Conference, 2004

Using MIMO linear control for load balancing in computing systems.

Yixin Diao, Joseph L. Hellerstein, Adam J. Storm, Maheswaran Surendra, Sam Lightstone, Sujay S. Parekh, Christian Garcia-Arellano

Proceedings of the 2004 American Control Conference, 2004

Feedback Control of Computing Systems

Joseph L. Hellerstein, Yixin Diao, Sujay S. Parekh, Dawn M. Tilbury

Wiley, ISBN: 978-0-47166880-0, 2004

2003

A General-Purpose Algorithm for Quantitative Diagnosis of Performance Problems.

Joseph L. Hellerstein

J. Netw. Syst. Manag., 2003

Managing Web server performance with AutoTune agents.

Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Joseph P. Bigus

IBM Syst. J., 2003

Data-driven validation, completion and construction of event relationship networks.

Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Online Response Time Optimization of Apache Web Server.

Xue Liu, Lui Sha, Yixin Diao, Steve Froehlich, Joseph L. Hellerstein, Sujay S. Parekh

Proceedings of the Quality of Service, 2003

Generic On-Line Discovery of Quantitative Models for Service Level Management.

Yixin Diao, Frank Eskesen, Steve Froehlich, Joseph L. Hellerstein, Alexander Keller, Lisa Spainhower, Maheswaran Surendra

Proceedings of the Integrated Network Management VII, Managing It All, 2003

Managing the Performance Impact of Administrative Utilities.

Sujay S. Parekh, Kevin Rose, Joseph L. Hellerstein, Sam Lightstone, Matthew Huras, Victor Chang

Proceedings of the Self-Managing Distributed Systems, 2003

Dynamic Surge Protection: An Approach to Handling Unexpected Workload Surges with Resource Actions that Have Lead Times.

Ed Lassettre, David W. Coleman, Yixin Diao, Steve Froehlich, Joseph L. Hellerstein, Lawrence S. Hsiung, Todd W. Mummert, Mukund Raghavachari, Geoffrey Parker, Lance Russell, Maheswaran Surendra, Veronica Tseng, Noshir Wadia, Pery Ye

Proceedings of the Self-Managing Distributed Systems, 2003

Generic Online Optimization of Multiple Configuration Parameters with Application to a Database Server.

Yixin Diao, Frank Eskesen, Steve Froehlich, Joseph L. Hellerstein, Lisa Spainhower, Maheswaran Surendra

Proceedings of the Self-Managing Distributed Systems, 2003

2002

Discovery in multi-attribute data with user-defined constraints.

Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein

SIGKDD Explor., 2002

Using Control Theory to Achieve Service Level Objectives In Performance Management.

Sujay S. Parekh, Neha Gandhi, Joseph L. Hellerstein, Dawn M. Tilbury, T. S. Jayram, Joseph P. Bigus

Real Time Syst., 2002

Mining mutually dependent patterns for system management.

Sheng Ma, Joseph L. Hellerstein

IEEE J. Sel. Areas Commun., 2002

Predictive algorithms in the management of computer systems.

Ricardo Vilalta, Chidanand Apté, Joseph L. Hellerstein, Sheng Ma, Sholom M. Weiss

IBM Syst. J., 2002

Discovering actionable patterns in event data.

Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng

IBM Syst. J., 2002

Using fuzzy control to maximize profits in service level management.

Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh

IBM Syst. J., 2002

Discovering Fully Dependent Patterns.

Feng Liang, Sheng Ma, Joseph L. Hellerstein

Proceedings of the Second SIAM International Conference on Data Mining, 2002

Managing dynamic services: a contract based approach to a conceptual architecture.

Alexander Keller, Gautam Kar, Heiko Ludwig, Asit Dan, Joseph L. Hellerstein

Proceedings of the Management Solutions for the New Communications World, 2002

Using MIMO feedback control to enforce policies for interrelated metrics with application to the Apache Web server.

Yixin Diao, Neha Gandhi, Joseph L. Hellerstein, Sujay S. Parekh, Dawn M. Tilbury

Proceedings of the Management Solutions for the New Communications World, 2002

User-directed Exploration of Mining Space with Multiple Attributes.

Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Progressive and Interactive Analysis of Event Data Using Event Miner.

Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Optimizing Quality of Service Using Fuzzy Control.

Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh

Proceedings of the Management Technologies for E-Commerce and E-Business Applications, 2002

A first-principles approach to constructing transfer functions for admission control in computing systems.

Joseph L. Hellerstein, Yixin Diao, Sujay S. Parekh

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

MIMO control of an Apache web server: modeling and controller design.

Neha Gandhi, Dawn M. Tilbury, Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh

Proceedings of the American Control Conference, 2002

2001

A statistical approach to predictive detection.

Joseph L. Hellerstein, Fan Zhang, Perwez Shahabuddin

Comput. Networks, 2001

Event Relationship Networks: A Framework for Action Oriented Analysis In Event Management.

David Thoenen, Jim Riosa, Joseph L. Hellerstein

Proceedings of the 2001 IEEE/IFIP International Symposium on Integrated Network Management, 2001

Towards Discovery of Event Correlation Rules.

Luanne Burns, Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng, David A. Rabenhorst, David J. Taylor

Proceedings of the 2001 IEEE/IFIP International Symposium on Integrated Network Management, 2001

FARM: A Framework for Exploring Mining Spaces with Multiple Attributes.

Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Mining Mutually Dependent Patterns.

Sheng Ma, Joseph L. Hellerstein

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Mining Partially Periodic Event Patterns with Unknown Periods.

Sheng Ma, Joseph L. Hellerstein

Proceedings of the 17th International Conference on Data Engineering, 2001

Rule Induction of Computer Events.

Ricardo Vilalta, Sheng Ma, Joseph L. Hellerstein

Proceedings of the Operations & Management, 2001

A Business-Oriented Approach to the Design of Feedback Loops for Performance Management.

Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh

Proceedings of the Operations & Management, 2001

Dependency Analysis in Distributed Systems using Fault Injection: Application to Problem Determination in an e-commerce Environment.

Saurabh Bagchi, Gautam Kar, Joseph L. Hellerstein

Proceedings of the Operations & Management, 2001

Managing the Performance of Lotus Notes: A Control Theoretic Approach.

Joseph L. Hellerstein, Neha Gandhi, Sujay S. Parekh

Proceedings of the 27th International Computer Measurement Group Conference, 2001

Feedback control of a Lotus Notes server: modeling and control design.

Neha Gandhi, Dawn M. Tilbury, Sujay S. Parekh, Joseph L. Hellerstein

Proceedings of the American Control Conference, 2001

2000

Predictive models for proactive network management: application to a production Web server.

Dongxu Shen, Joseph L. Hellerstein

Proceedings of the Networked Planet: Management Beyond 2000, 2000

An Approach to On-Line Predictive Detection.

Fan Zhang, Joseph L. Hellerstein

Proceedings of the MASCOTS 2000, Proceedings of the 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 29 August, 2000

Analysis of Large-Scale Distributed Information Systems.

Joseph L. Hellerstein, T. S. Jayram, Mark S. Squillante

Proceedings of the MASCOTS 2000, Proceedings of the 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 29 August, 2000

Scalable Visualization of Event Data.

David J. Taylor, Nagui Halim, Joseph L. Hellerstein, Sheng Ma

Proceedings of the Services Management in Intelligent Networks, 2000

Metrics for Performance Tuning of Web-Based Applications.

Joseph L. Hellerstein, W. Nathaniel Mills III

Proceedings of the 26th International Computer Measurement Group Conference, 2000

Mining Event Data for Actionable Patterns.

Joseph L. Hellerstein, Sheng Ma

Proceedings of the 26th International Computer Measurement Group Conference, 2000

Recognizing End-User Transactions in Performance Management.

Joseph L. Hellerstein, T. S. Jayram, Irina Rish

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999

An Approach to Predictive Detection for Service Management.

Joseph L. Hellerstein, Fan Bang, Perwez Shahabuddin

Proceedings of the 1999 IEEE/IFIP International Symposium on Integrated Network Management, 1999

ETE: A Customizable Approach to Measuring End-to-End Response Times and Their Components in Distributed Systems.

Joseph L. Hellerstein, Mark M. Maccabee, W. Nathaniel Mills III, John Turek

Proceedings of the 19th International Conference on Distributed Computing Systems, Austin, TX, USA, May 31, 1999

EventBrowser: A Flexible Tool for Scalable Analysis of Event Data.

Sheng Ma, Joseph L. Hellerstein

Proceedings of the Active Technologies for Network and Service Management, 1999

Automated Drill Down: An Approach to Automated Problem Isolation for Performance Management.

Joseph L. Hellerstein, David Hart, Po Yue

Proceedings of the 25th International Computer Measurement Group Conference, 1999

1998

Applicaitons Management - Current Practices, Research Results, and Future Directions.

Paul Brasil, Joseph L. Hellerstein, Hanan Lutfiyya

J. Netw. Syst. Manag., 1998

Characterizing Normal Operation of a Web Server: Application to Workload Forecasting and Problem Determination.

Joseph L. Hellerstein, Fan Zhang, Perwez Shahabuddin

Proceedings of the 24th International Computer Measurement Group Conference, 1998

1997

Characterizing and Interpreting Periodic Behavior in Computer Systems.

Joseph L. Hellerstein, Robert F. Berry

Proceedings of the 23rd International Computer Measurement Group Conference, 1997

Automated Tuning Systems: Beyond Decision Support.

Joseph L. Hellerstein

Proceedings of the 23rd International Computer Measurement Group Conference, 1997

1996

An Approach to Selecting Metrics for detecting Performance Problems in Information Systems.

Joseph L. Hellerstein

Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 1996

Rules Of Thumb For Selecting Metrics For Detecting Performance Problems.

Joseph L. Hellerstein

Proceedings of the 22nd International Computer Measurement Group Conference, 1996

1995

Constructing Quantitative Models Using Monotone Relationships.

Joseph L. Hellerstein

IEEE Trans. Knowl. Data Eng., 1995

Automating Performance Management Using Case-Based Reasoning.

Joseph L. Hellerstein

Proceedings of the 21st International Computer Measurement Group Conference, 1995

1994

A Comparison of Techniques for Diagnosing Performance Problems In Information Systems.

Joseph L. Hellerstein

Proceedings of the 1994 ACM SIGMETRICS conference on Measurement and modeling of computer systems, 1994

How Expert is Your Expert System for Performance Management?

Joseph L. Hellerstein

Proceedings of the 20st International Computer Measurement Group Conference, 1994

1993

Achieving Service Rate Objectives with Decay Usage Scheduling.

Joseph L. Hellerstein

IEEE Trans. Software Eng., 1993

An Introduction to Modeling Dynamic Behavior with Time Series Analysis.

Joseph L. Hellerstein

Proceedings of the Performance Evaluation of Computer and Communication Systems, 1993

Building Regression Models: An Introduction With a Unix(TM) Case Study.

Joseph L. Hellerstein

Proceedings of the 19. International Computer Measurement Group Conference, 1993

1992

Controlling CPU Allocations In UNIX Systems.

Joseph L. Hellerstein

Proceedings of the 18th International Computer Measurement Group Conference, 1992

1991

An Approach to Detecting Changes in the Factors Affecting the Performance of Computer Systems.

Robert F. Berry, Joseph L. Hellerstein

Proceedings of the 1991 ACM SIGMETRICS conference on Measurement and modeling of computer systems, 1991

Choosing a Service Level Indicator - Why not Queue Length?

Joseph L. Hellerstein, Paul Van Leer, Robert F. Berry

Proceedings of the 17th International Computer Measurement Group Conference, 1991

An Object-Oriented Data Model for the Automation of Computer Performance Management.

Robert F. Berry, Joseph L. Hellerstein, Paul Van Leer

Proceedings of the 17th International Computer Measurement Group Conference, 1991

1990

Expert Systems for Capacity Management.

Robert F. Berry, Joseph L. Hellerstein

Proceedings of the 16th International Computer Measurement Group Conference, 1990

Obtaining Quantitative Predictions from Monotone Relationships.

Joseph L. Hellerstein

Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990

1989

A Statistical Approach to Diagnosing Intermittent Performance-Problems Using Monotone Relationships.

Joseph L. Hellerstein

Proceedings of the 1989 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 1989

Expert Systems in Data Processing Applications Using IBM Knowledge Tool.

Joseph L. Hellerstein, David A. Klein, Keith R. Milliken

Proceedings of the 15th International Computer Measurement Group Conference, 1989

Estimating the Utilization of Shared DASD: A Performance Management Perspective.

Robert F. Berry, Joseph L. Hellerstein

Proceedings of the 15th International Computer Measurement Group Conference, 1989

1988

What's-Different Analysis and its Application to Performance Management in VM SP/HPO.

Joseph L. Hellerstein

Proceedings of the 14th International Computer Measurement Group Conference, 1988

Analyzing VM Performance: A Worksheet Based Approach.

Robert F. Berry, Joseph L. Hellerstein

Proceedings of the 14th International Computer Measurement Group Conference, 1988

1987

An Intuitive Approach to Performance Prediction with Application to Workload Management in VM SP/HPO.

Joseph L. Hellerstein

Proceedings of the 13th International Computer Measurement Group Conference, 1987

1986

YES/MVS and the Automation of Operations for Large Computer Complexes.

Keith R. Milliken, Anthony V. Cruise, Robert L. Ennis, Allan J. Finkel, Joseph L. Hellerstein, David J. Loeb, David A. Klein, Miriam J. Masullo, Hugo M. Van Woerkom, Norman B. Waite

IBM Syst. J., 1986

1985

The Exclusive-Writer Approach to Updating Replicated Files in Distributed Processing Systems.

Wesley W. Chu, Joseph L. Hellerstein

IEEE Trans. Computers, 1985

YSCOPE: A Shell for Building Expert Systems for Solving Computer-Performance Problems.

Joseph L. Hellerstein, Hugo M. Van Woerkom

Proceedings of the Eleventh International Computer Measurement Group Conference, 1985

1984

Estimation of Intermodule Communication (IMC) and Its Applications in Distributed Processing Systems.

Wesley W. Chu, Min-Tsung Lan, Joseph L. Hellerstein

IEEE Trans. Computers, 1984

1982

The Exclusive-Writer Protocol: A Low Cost Approach for Updating Replicated Files in Distributed Real Time Systems.

Wesley W. Chu, Joseph L. Hellerstein, Min-Tsung Lan

Proceedings of the Proceedings of the 3rd International Conference on Distributed Computing Systems, 1982

1981

Some potential deadlocks in layered communications architectures.

Joseph L. Hellerstein, Wesley W. Chu

Proceedings of the American Federation of Information Processing Societies: 1981 National Computer Conference, 1981