Joseph L. Hellerstein

ORCID

Publication Activity (10 Years)

Years Active: 1985-2023
Publications (10 Years): 12

Top Venues

Publications

Lillian T. Tatka, Wesley Luk, Timothy C. Elston, Joseph L. Hellerstein, Herbert M. Sauro
Cesium: A public database of evolved oscillatory reaction networks. Biosyst. 224 (2023)
Woosub Shin, John H. Gennari, Joseph L. Hellerstein, Herbert M. Sauro
An automated model annotation system (AMAS) for SBML models. Bioinform. 39 (10) (2023)
Steve Ma, Longxuan Fan, Sai Anish Konanki, Eva Liu, John H. Gennari, Lucian P. Smith, Joseph L. Hellerstein, Herbert M. Sauro
VSCode-Antimony: a source editor for building, analyzing, and translating antimony models. Bioinform. 39 (12) (2023)
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 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 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 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
BioSimulators: a central registry of simulation engines and services for recommending specific tools. Nucleic Acids Res. 50 (W1) (2022)
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 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 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 Snoep, Hugh Sorby, Ryan K. Spangler, Jörn Starruß, Payton J. Thomas, David van Niekerk, Daniel Weindl, Fengkai Zhang, Anna Zhukova, Arthur P. Goldberg, Michael L. Blinov, Herbert M. Sauro, Ion I. Moraru, Jonathan R. Karr
BioSimulators: a central registry of simulation engines and services for recommending specific tools. CoRR (2022)
Woosub Shin, Joseph L. Hellerstein
Isolating structural errors in reaction networks in systems biology. Bioinform. 37 (3) (2021)
J. Kyle Medley, Joseph L. Hellerstein, Herbert M. Sauro
libsbmljs - Enabling web-based SBML tools. Biosyst. 195 (2020)
J. Kyle Medley, Jonathan J. Y. Teo, Sung Sik Woo, Joseph L. Hellerstein, Rahul Sarpeshkar, Herbert M. Sauro
A compiler for biological networks on silicon chips. PLoS Comput. Biol. 16 (9) (2020)
Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Johannes Gehrke, Joseph L. Hellerstein
SLAOrchestrator: Reducing the Cost of Performance SLAs for Cloud Data Analytics. USENIX Annual Technical Conference (2018)
J. Kyle Medley, Kiri Choi, Matthias König, Lucian P. Smith, Stanley Gu, Joseph L. Hellerstein, Stuart C. Sealfon, Herbert M. Sauro
Tellurium notebooks - An environment for reproducible dynamical modeling in systems biology. PLoS Comput. Biol. 14 (6) (2018)
Alicia Clark, Joseph L. Hellerstein
SciSheets: Providing the Power of Programming With The Simplicity of Spreadsheets. SciPy (2017)
Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Joseph L. Hellerstein
PerfEnforce: A Dynamic Scaling Engine for Analytics with Performance Guarantees. CoRR (2016)
Qi Zhang, Mohamed Faten Zhani, Raouf Boutaba, Joseph L. Hellerstein
Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud. IEEE Trans. Cloud Comput. 2 (1) (2014)
Joseph L. Hellerstein
Science in the cloud (keynote). SEAMS (2013)
Qi Zhang, Quanyan Zhu, Mohamed Faten Zhani, Raouf Boutaba, Joseph L. Hellerstein
Dynamic Service Placement in Geographically Distributed Clouds. IEEE J. Sel. Areas Commun. 31 (12-Supplement) (2013)
Qi Zhang, Mohamed Faten Zhani, Raouf Boutaba, Joseph L. Hellerstein
Harmony: Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud. ICDCS (2013)
Qi Zhang, Mohamed Faten Zhani, Shuo Zhang, Quanyan Zhu, Raouf Boutaba, Joseph L. Hellerstein
Dynamic energy-aware capacity provisioning for cloud computing environments. ICAC (2012)
Joseph L. Hellerstein, Kai J. Kohlhoff, David E. Konerding
Science in the Cloud: Accelerating Discovery in the 21st Century. IEEE Internet Comput. 16 (4) (2012)
Charles Reiss, John Wilkes, Joseph L. Hellerstein
Obfuscatory obscanturism: Making workload traces of commercially-sensitive systems safe to release. NOMS (2012)
Bikash Sharma, Victor Chudnovsky, Joseph L. Hellerstein, Rasekh Rifaat, Chita R. Das
Modeling and synthesizing task placement constraints in Google compute clusters. SoCC (2011)
Raouf Boutaba, Jean-Philippe Martin-Flatin, Joseph L. Hellerstein, Randy H. Katz, George Pavlou, Chin-Tau Lea
Recent advances in autonomic communications [Guest Editorial]. IEEE J. Sel. Areas Commun. 28 (1) (2010)
Asit K. Mishra, Joseph L. Hellerstein, Walfredo Cirne, Chita R. Das
Towards characterizing cloud backend workloads: insights from Google compute clusters. SIGMETRICS Perform. Evaluation Rev. 37 (4) (2010)
Joseph L. Hellerstein
Why feedback implementations fail: the importance of systematic testing. FeBiD@EuroSys (2010)
Joseph L. Hellerstein
The Role of Quantitative Models in Building Scalable Cloud Infrastructures. QEST (2010)
Joseph L. Hellerstein, Vance Morrison, Eric Eilebrecht
Applying control theory in the real world: experience with building a controller for the .NET thread pool. SIGMETRICS Perform. Evaluation Rev. 37 (3) (2009)
Joseph L. Hellerstein, Sharad Singhal, Qian Wang
Research challenges in control engineering of computing systems. IEEE Trans. Netw. Serv. Manag. 6 (4) (2009)
Joseph L. Hellerstein
Engineering autonomic systems. ICAC (2009)
Joseph L. Hellerstein
Configuring resource managers using model fuzzing: A case study of the .NET thread pool. Integrated Network Management (2009)
Joseph L. Hellerstein
Optimizing software packages for application management. NOMS (2008)
Joseph L. Hellerstein, Yixin Diao
Engineering Performance Using Control Theory. Int. CMG Conference (2007)
Bin Lin, Aaron B. Brown, Joseph L. Hellerstein
Towards an understanding of decision complexity in IT configuration. CHIMIT (2007)
Sam Lightstone, Maheswaran Surendra, Yixin Diao, Sujay S. Parekh, Joseph L. Hellerstein, Kevin Rose, Adam J. Storm, Christian Garcia-Arellano
Control Theory: a Foundational Technique for Self Managing Databases. ICDE Workshops (2007)
Joseph L. Hellerstein
Engineering Self-Organizing Systems. IWSOS (2007)
Alexander Keller, Aaron B. Brown, Joseph L. Hellerstein
A Configuration Complexity Model and Its Application to a Change Management System. IEEE Trans. Netw. Serv. Manag. 4 (1) (2007)
Bin Lin, Aaron B. Brown, Joseph L. Hellerstein
Towards an Understanding of Decision Complexity in IT Configuration. ICAC (2006)
Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Hidayatullah Shaikh, Maheswaran Surendra
Controlling Quality of Service in Multi-Tier Web Applications. ICDCS (2006)
Rean Griffith, Joseph L. Hellerstein, Gail E. Kaiser, Yixin Diao
Dynamic Adaptation of Temporal Event Correlation for QoS Management in Distributed Systems. IWQoS (2006)
Joseph L. Hellerstein, Xiaoyun Zhu, Tarek F. Abdelzaher
Introduction to the special issue. SIGBED Rev. 3 (2) (2006)
Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Hidayatullah Shaikh, Maheswaran Surendra, Asser N. Tantawi
Modeling Differentiated Services of Multi-Tier Web Applications. MASCOTS (2006)
Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh
Control of large scale computing systems. SIGBED Rev. 3 (2) (2006)
Joseph L. Hellerstein, Burkhard Stiller
Management of Integrated End-to-End Communications and Services - Report on NOMS 2006. J. Netw. Syst. Manag. 14 (3) (2006)
Joseph L. Hellerstein
Introduction to control theory for computer scientists. Integrated Network Management (2005)
Wei Xu, Joseph L. Hellerstein, Bill Kramer, David A. Patterson
Control Considerations for Scalable Event Processing. DSOM (2005)
Joseph L. Hellerstein, Kaan Katircioglu, Maheswaran Surendra
A framework for applying inventory control to capacity management for utility computing. Integrated Network Management (2005)
Joseph L. Hellerstein, Kaan Katircioglu, Maheswaran Surendra
An on-line, business-oriented optimization of performance and availability for utility computing. IEEE J. Sel. Areas Commun. 23 (10) (2005)
Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Rean Griffith, Gail E. Kaiser, Dan B. Phung
Self-Managing Systems: A Control Theory Foundation. ECBS (2005)
Aaron B. Brown, Joseph L. Hellerstein
Reducing the Cost of IT Operations - Is Automation Always the Answer? HotOS (2005)
Joseph L. Hellerstein
Is policy-based management possible? Integrated Network Management (2005)
Aaron B. Brown, Alexander Keller, Joseph L. Hellerstein
A model of configuration complexity and its application to a change management system. Integrated Network Management (2005)
Yixin Diao, Chai Wah Wu, Joseph L. Hellerstein, Adam J. Storm, Maheswaran Surendra, Sam Lightstone, Sujay Parekh, Christian Garcia-Arellano, Matthew Carroll, Lee Chu, Jerome Colaco
Comparative studies of load balancing with control and optimization techniques. ACC (2005)
Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Rean Griffith, Gail E. Kaiser, Dan B. Phung
A control theory foundation for self-managing computing systems. IEEE J. Sel. Areas Commun. 23 (12) (2005)
Sujay S. Parekh, Kevin Rose, Yixin Diao, Victor Chang, Joseph L. Hellerstein, Sam Lightstone, Matthew Huras
Throttling utilities in the IBM DB2 universal database server. ACC (2004)
Joseph L. Hellerstein
Self-Managing Systems: A Control Theory Foundation. LCN (2004)
Alan G. Ganek, Cristiane P. Hilkner, John W. Sweitzer, Brent A. Miller, Joseph L. Hellerstein
The Response to IT Complexity: Autonomic Computing. NCA (2004)
Alexander Keller, Yixin Diao, Frank Eskesen, Steve Froehlich, Joseph L. Hellerstein, Maheswaran Surendra, Lisa Spainhower
Generic On-Line Discovery of Quantitative Models. IEEE Trans. Netw. Serv. Manag. 1 (1) (2004)
Yixin Diao, Joseph L. Hellerstein, Adam J. Storm, Maheswaran Surendra, Sam Lightstone, Sujay S. Parekh, Christian Garcia-Arellano
Incorporating Cost of Control into the Design of a Load Balancing Controller. IEEE Real-Time and Embedded Technology and Applications Symposium (2004)
Aaron B. Brown, Joseph L. Hellerstein
An approach to benchmarking configuration complexity. ACM SIGOPS European Workshop (2004)
Alexander Keller, Joseph L. Hellerstein, Joel L. Wolf, Kun-Lung Wu, Vijaya Krishnan
The CHAMPS system: change management with planning and scheduling. NOMS (1) (2004)
Aaron B. Brown, Joseph L. Hellerstein, Matt Hogstrom, Tony Lau, Sam Lightstone, Peter Shum, Mary Peterson Yost
Benchmarking Autonomic Capabilities: Promises and Pitfalls. ICAC (2004)
Joseph L. Hellerstein
Challenges in control engineering of computing systems. ACC (2004)
Yixin Diao, Joseph L. Hellerstein, Adam J. Storm, Maheswaran Surendra, Sam Lightstone, Sujay S. Parekh, Christian Garcia-Arellano
Using MIMO linear control for load balancing in computing systems. ACC (2004)
Yixin Diao, Frank Eskesen, Steve Froehlich, Joseph L. Hellerstein, Alexander Keller, Lisa Spainhower, Maheswaran Surendra
Service level management: A dynamic discovery and optimization approach. IEEE Trans. Netw. Serv. Manag. 1 (2) (2004)
Joseph L. Hellerstein
A General-Purpose Algorithm for Quantitative Diagnosis of Performance Problems. J. Netw. Syst. Manag. 11 (2) (2003)
Sujay S. Parekh, Kevin Rose, Joseph L. Hellerstein, Sam Lightstone, Matthew Huras, Victor Chang
Managing the Performance Impact of Administrative Utilities. DSOM (2003)
Xue Liu, Lui Sha, Yixin Diao, Steve Froehlich, Joseph L. Hellerstein, Sujay S. Parekh
Online Response Time Optimization of Apache Web Server. IWQoS (2003)
Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Joseph P. Bigus
Managing Web server performance with AutoTune agents. IBM Syst. J. 42 (1) (2003)
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
Dynamic Surge Protection: An Approach to Handling Unexpected Workload Surges with Resource Actions that Have Lead Times. DSOM (2003)
Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein
Data-driven validation, completion and construction of event relationship networks. KDD (2003)
Yixin Diao, Frank Eskesen, Steve Froehlich, Joseph L. Hellerstein, Alexander Keller, Lisa Spainhower, Maheswaran Surendra
Generic On-Line Discovery of Quantitative Models for Service Level Management. Integrated Network Management (2003)
Yixin Diao, Frank Eskesen, Steve Froehlich, Joseph L. Hellerstein, Lisa Spainhower, Maheswaran Surendra
Generic Online Optimization of Multiple Configuration Parameters with Application to a Database Server. DSOM (2003)
Neha Gandhi, Dawn M. Tilbury, Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh
MIMO control of an Apache web server: modeling and controller design. ACC (2002)
Ricardo Vilalta, Chidanand Apté, Joseph L. Hellerstein, Sheng Ma, Sholom M. Weiss
Predictive algorithms in the management of computer systems. IBM Syst. J. 41 (3) (2002)
Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik
Progressive and Interactive Analysis of Event Data Using Event Miner. ICDM (2002)
Sujay S. Parekh, Neha Gandhi, Joseph L. Hellerstein, Dawn M. Tilbury, T. S. Jayram, Joseph P. Bigus
Using Control Theory to Achieve Service Level Objectives In Performance Management. Real Time Syst. 23 (1-2) (2002)
Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng
Discovering actionable patterns in event data. IBM Syst. J. 41 (3) (2002)
Joseph L. Hellerstein, Yixin Diao, Sujay S. Parekh
A first-principles approach to constructing transfer functions for admission control in computing systems. CDC (2002)
Feng Liang, Sheng Ma, Joseph L. Hellerstein
Discovering Fully Dependent Patterns. SDM (2002)
Yixin Diao, Neha Gandhi, Joseph L. Hellerstein, Sujay S. Parekh, Dawn M. Tilbury
Using MIMO feedback control to enforce policies for interrelated metrics with application to the Apache Web server. NOMS (2002)
Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh
Using fuzzy control to maximize profits in service level management. IBM Syst. J. 41 (3) (2002)
Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
User-directed Exploration of Mining Space with Multiple Attributes. ICDM (2002)
Sheng Ma, Joseph L. Hellerstein
Mining mutually dependent patterns for system management. IEEE J. Sel. Areas Commun. 20 (4) (2002)
Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh
Optimizing Quality of Service Using Fuzzy Control. DSOM (2002)
Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
Discovery in multi-attribute data with user-defined constraints. SIGKDD Explor. 4 (1) (2002)
Alexander Keller, Gautam Kar, Heiko Ludwig, Asit Dan, Joseph L. Hellerstein
Managing dynamic services: a contract based approach to a conceptual architecture. NOMS (2002)
Ricardo Vilalta, Sheng Ma, Joseph L. Hellerstein
Rule Induction of Computer Events. DSOM (2001)
Joseph L. Hellerstein, Neha Gandhi, Sujay S. Parekh
Managing the Performance of Lotus Notes: A Control Theoretic Approach. Int. CMG Conference (2001)
Sheng Ma, Joseph L. Hellerstein
Mining Mutually Dependent Patterns. ICDM (2001)
Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. ICDM (2001)
Sheng Ma, Joseph L. Hellerstein
Mining Partially Periodic Event Patterns with Unknown Periods. ICDE (2001)
Neha Gandhi, Dawn M. Tilbury, Sujay S. Parekh, Joseph L. Hellerstein
Feedback control of a Lotus Notes server: modeling and control design. ACC (2001)
Sujay S. Parekh, Neha Gandhi, Joseph L. Hellerstein, Dawn M. Tilbury, T. S. Jayram, Joseph P. Bigus
Using Control Theory to Achieve Service Level Objectives In Performance Management. Integrated Network Management (2001)
Luanne Burns, Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng, David A. Rabenhorst, David J. Taylor
Towards Discovery of Event Correlation Rules. Integrated Network Management (2001)
Saurabh Bagchi, Gautam Kar, Joseph L. Hellerstein
Dependency Analysis in Distributed Systems using Fault Injection: Application to Problem Determination in an e-commerce Environment. DSOM (2001)
David Thoenen, Jim Riosa, Joseph L. Hellerstein
Event Relationship Networks: A Framework for Action Oriented Analysis In Event Management. Integrated Network Management (2001)
Joseph L. Hellerstein, Fan Zhang, Perwez Shahabuddin
A statistical approach to predictive detection. Comput. Networks 35 (1) (2001)
Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh
A Business-Oriented Approach to the Design of Feedback Loops for Performance Management. DSOM (2001)
Joseph L. Hellerstein, W. Nathaniel Mills III
Metrics for Performance Tuning of Web-Based Applications. Int. CMG Conference (2000)
Joseph L. Hellerstein, T. S. Jayram, Mark S. Squillante
Analysis of Large-Scale Distributed Information Systems. MASCOTS (2000)
Fan Zhang, Joseph L. Hellerstein
An Approach to On-Line Predictive Detection. MASCOTS (2000)
Joseph L. Hellerstein, T. S. Jayram, Irina Rish
Recognizing End-User Transactions in Performance Management. AAAI/IAAI (2000)

Joseph L. Hellerstein.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Joseph L. Hellerstein