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ORCIDJoseph L. Hellerstein
Person information
- affiliation: University of Washington, eScience Institute, Seattle, WA, USA
- affiliation: Google Inc, Seattle, WA, USA
- affiliation (former): IBM Thomas J. Watson Research Center, Hawthorne, NY, USA
- affiliation (PhD 1984): University of California, Los Angeles, CA, USA
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2020 – today
- 2023
[j38]Woosub Shin, John H. Gennari
, Joseph L. Hellerstein, Herbert M. Sauro:
An automated model annotation system (AMAS) for SBML models. Bioinform. 39(10) (2023)- [j37]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) - [j36]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: 104836 (2023) - 2022
- [j35]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:
BioSimulators: a central registry of simulation engines and services for recommending specific tools. Nucleic Acids Res. 50(W1): 108-114 (2022) - [i2]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:
BioSimulators: a central registry of simulation engines and services for recommending specific tools. CoRR abs/2203.06732 (2022) - 2021
- [j34]Woosub Shin, Joseph L. Hellerstein:
Isolating structural errors in reaction networks in systems biology. Bioinform. 37(3): 388-395 (2021) - 2020
- [j33]J. Kyle Medley, Joseph L. Hellerstein, Herbert M. Sauro:
libsbmljs - Enabling web-based SBML tools. Biosyst. 195: 104150 (2020) - [j32]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)
2010 – 2019
- 2018
- [j31]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) - [c100]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: 547-560 - 2017
- [c99]Alicia Clark, Joseph L. Hellerstein:
SciSheets: Providing the Power of Programming With The Simplicity of Spreadsheets. SciPy 2017: 41-48 - 2016
- [i1]Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Joseph L. Hellerstein:
PerfEnforce: A Dynamic Scaling Engine for Analytics with Performance Guarantees. CoRR abs/1605.09753 (2016) - 2014
- [j30]Qi Zhang, Mohamed Faten Zhani, Raouf Boutaba, Joseph L. Hellerstein:
Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud. IEEE Trans. Cloud Comput. 2(1): 14-28 (2014) - 2013
- [j29]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): 762-772 (2013) - [c98]Qi Zhang, Mohamed Faten Zhani, Raouf Boutaba, Joseph L. Hellerstein:
Harmony: Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud. ICDCS 2013: 510-519 - [c97]Joseph L. Hellerstein:
Science in the cloud (keynote). SEAMS 2013: 1 - 2012
- [j28]Joseph L. Hellerstein, Kai J. Kohlhoff, David E. Konerding:
Science in the Cloud: Accelerating Discovery in the 21st Century. IEEE Internet Comput. 16(4): 64-68 (2012) - [c96]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: 145-154 - [c95]Charles Reiss, John Wilkes, Joseph L. Hellerstein:
Obfuscatory obscanturism: Making workload traces of commercially-sensitive systems safe to release. NOMS 2012: 1279-1286 - 2011
- [c94]Bikash Sharma, Victor Chudnovsky, Joseph L. Hellerstein, Rasekh Rifaat, Chita R. Das:
Modeling and synthesizing task placement constraints in Google compute clusters. SoCC 2011: 3 - [e2]Hartmut Schmeck, Wolfgang Rosenstiel, Tarek F. Abdelzaher, Joseph L. Hellerstein:
Proceedings of the 8th International Conference on Autonomic Computing, ICAC 2011, Karlsruhe, Germany, June 14-18, 2011. ACM 2011, ISBN 978-1-4503-0607-2 [contents] - 2010
- [j27]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): 1-3 (2010) - [j26]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): 34-41 (2010) - [c93]Joseph L. Hellerstein:
Why feedback implementations fail: the importance of systematic testing. FeBiD@EuroSys 2010: 25-26 - [c92]Joseph L. Hellerstein:
The Role of Quantitative Models in Building Scalable Cloud Infrastructures. QEST 2010: 3
2000 – 2009
- 2009
- [j25]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): 38-42 (2009) - [j24]Joseph L. Hellerstein, Sharad Singhal, Qian Wang:
Research challenges in control engineering of computing systems. IEEE Trans. Netw. Serv. Manag. 6(4): 206-211 (2009) - [c91]Joseph L. Hellerstein:
Engineering autonomic systems. ICAC 2009: 75-76 - [c90]Joseph L. Hellerstein:
Configuring resource managers using model fuzzing: A case study of the .NET thread pool. Integrated Network Management 2009: 1-8 - 2008
- [c89]Joseph L. Hellerstein:
Optimizing software packages for application management. NOMS 2008: 1-8 - 2007
- [j23]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): 13-27 (2007) - [c88]Bin Lin, Aaron B. Brown, Joseph L. Hellerstein:
Towards an understanding of decision complexity in IT configuration. CHIMIT 2007: 3 - [c87]Joseph L. Hellerstein, Yixin Diao:
Engineering Performance Using Control Theory. Int. CMG Conference 2007: 263-272 - [c86]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: 395-403 - [c85]Joseph L. Hellerstein:
Engineering Self-Organizing Systems. IWSOS 2007: 1 - 2006
- [j22]Joseph L. Hellerstein, Burkhard Stiller:
Management of Integrated End-to-End Communications and Services - Report on NOMS 2006. J. Netw. Syst. Manag. 14(3): 477-481 (2006) - [j21]Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh:
Control of large scale computing systems. SIGBED Rev. 3(2): 17-22 (2006) - [j20]Joseph L. Hellerstein, Xiaoyun Zhu, Tarek F. Abdelzaher:
Introduction to the special issue. SIGBED Rev. 3(2) (2006) - [c84]Bin Lin, Aaron B. Brown, Joseph L. Hellerstein:
Towards an Understanding of Decision Complexity in IT Configuration. ICAC 2006: 279-282 - [c83]Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Hidayatullah Shaikh, Maheswaran Surendra:
Controlling Quality of Service in Multi-Tier Web Applications. ICDCS 2006: 25 - [c82]Rean Griffith, Joseph L. Hellerstein, Gail E. Kaiser, Yixin Diao:
Dynamic Adaptation of Temporal Event Correlation for QoS Management in Distributed Systems. IWQoS 2006: 290-294 - [c81]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: 314-326 - [e1]Joseph L. Hellerstein, Burkhard Stiller:
Management of Integrated End-to-End Communications and Services, 10th IEEE/IFIP Network Operations and Management Symposium, NOMS 2006, Vancouver, Canada, April 3-7, 2006. Proceedings. IEEE 2006, ISBN 1-4244-0143-7 [contents] - 2005
- [j19]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): 2013-2021 (2005) - [j18]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): 2213-2222 (2005) - [c80]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:
Comparative studies of load balancing with control and optimization techniques. ACC 2005: 1484-1490 - [c79]Wei Xu, Joseph L. Hellerstein, Bill Kramer, David A. Patterson:
Control Considerations for Scalable Event Processing. DSOM 2005: 233-244 - [c78]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: 441-448 - [c77]Aaron B. Brown, Joseph L. Hellerstein:
Reducing the Cost of IT Operations - Is Automation Always the Answer? HotOS 2005 - [c76]Yvonne Coady, Russ Cox, John DeTreville, Peter Druschel, Joseph L. Hellerstein, Andrew Hume, Kimberly Keeton, Thu Nguyen, Christopher Small, Lex Stein, Andrew Warfield:
Falling Off the Cliff: When Systems Go Nonlinear. HotOS 2005 - [c75]Joseph L. Hellerstein, Kaan Katircioglu, Maheswaran Surendra:
A framework for applying inventory control to capacity management for utility computing. Integrated Network Management 2005: 237-250 - [c74]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: 631-644 - [c73]Joseph L. Hellerstein:
Is policy-based management possible? Integrated Network Management 2005: 777 - [c72]Joseph L. Hellerstein:
Introduction to control theory for computer scientists. Integrated Network Management 2005: 783 - 2004
- [b1]Joseph L. Hellerstein, Yixin Diao, Sujay S. Parekh, Dawn M. Tilbury:
Feedback Control of Computing Systems. Wiley 2004, ISBN 978-0-47126637-2, pp. 1-429 - [j17]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): 39-48 (2004) - [j16]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): 83-91 (2004) - [c71]Joseph L. Hellerstein:
Challenges in control engineering of computing systems. ACC 2004: 1970-1979 - [c70]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: 1986-1991 - [c69]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: 2045-2050 - [c68]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: 266-267 - [c67]Joseph L. Hellerstein:
Self-Managing Systems: A Control Theory Foundation. LCN 2004: 708 - [c66]Alan G. Ganek, Cristiane P. Hilkner, John W. Sweitzer, Brent A. Miller, Joseph L. Hellerstein:
The Response to IT Complexity: Autonomic Computing. NCA 2004: 151-157 - [c65]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: 395-408 - [c64]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: 376-387 - [c63]Aaron B. Brown, Joseph L. Hellerstein:
An approach to benchmarking configuration complexity. ACM SIGOPS European Workshop 2004: 18 - 2003
- [j15]Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Joseph P. Bigus:
Managing Web server performance with AutoTune agents. IBM Syst. J. 42(1): 136-149 (2003) - [j14]Joseph L. Hellerstein:
A General-Purpose Algorithm for Quantitative Diagnosis of Performance Problems. J. Netw. Syst. Manag. 11(2): 199-216 (2003) - [c62]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: 3-15 - [c61]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: 82-92 - [c60]Sujay S. Parekh, Kevin Rose, Joseph L. Hellerstein, Sam Lightstone, Matthew Huras, Victor Chang:
Managing the Performance Impact of Administrative Utilities. DSOM 2003: 130-142 - [c59]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: 157-170 - [c58]Xue Liu, Lui Sha, Yixin Diao, Steve Froehlich, Joseph L. Hellerstein, Sujay S. Parekh:
Online Response Time Optimization of Apache Web Server. IWQoS 2003: 461-478 - [c57]Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein:
Data-driven validation, completion and construction of event relationship networks. KDD 2003: 729-734 - 2002
- [j13]Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh:
Using fuzzy control to maximize profits in service level management. IBM Syst. J. 41(3): 403-420 (2002) - [j12]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): 461-474 (2002) - [j11]Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng:
Discovering actionable patterns in event data. IBM Syst. J. 41(3): 475-493 (2002) - [j10]Sheng Ma, Joseph L. Hellerstein:
Mining mutually dependent patterns for system management. IEEE J. Sel. Areas Commun. 20(4): 726-735 (2002) - [j9]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): 127-141 (2002) - [j8]Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein:
Discovery in multi-attribute data with user-defined constraints. SIGKDD Explor. 4(1): 56-64 (2002) - [c56]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: 4922-4927 - [c55]Joseph L. Hellerstein, Yixin Diao, Sujay S. Parekh:
A first-principles approach to constructing transfer functions for admission control in computing systems. CDC 2002: 2906-2912 - [c54]Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh:
Optimizing Quality of Service Using Fuzzy Control. DSOM 2002: 42-53 - [c53]Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein:
User-directed Exploration of Mining Space with Multiple Attributes. ICDM 2002: 394-401 - [c52]Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik:
Progressive and Interactive Analysis of Event Data Using Event Miner. ICDM 2002: 661-664 - [c51]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: 219-234 - [c50]Alexander Keller, Gautam Kar, Heiko Ludwig, Asit Dan, Joseph L. Hellerstein:
Managing dynamic services: a contract based approach to a conceptual architecture. NOMS 2002: 513-528 - [c49]Feng Liang, Sheng Ma, Joseph L. Hellerstein:
Discovering Fully Dependent Patterns. SDM 2002: 511-527 - 2001
- [j7]Joseph L. Hellerstein, Fan Zhang, Perwez Shahabuddin:
A statistical approach to predictive detection. Comput. Networks 35(1): 77-95 (2001) - [c48]Neha Gandhi, Dawn M. Tilbury, Sujay S. Parekh, Joseph L. Hellerstein:
Feedback control of a Lotus Notes server: modeling and control design. ACC 2001: 3000-3005 - [c47]Joseph L. Hellerstein, Neha Gandhi, Sujay S. Parekh:
Managing the Performance of Lotus Notes: A Control Theoretic Approach. Int. CMG Conference 2001: 397-408 - [c46]Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh:
A Business-Oriented Approach to the Design of Feedback Loops for Performance Management. DSOM 2001: 11-22 - [c45]Ricardo Vilalta, Sheng Ma, Joseph L. Hellerstein:
Rule Induction of Computer Events. DSOM 2001: 75-86 - [c44]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: 151-164 - [c43]Sheng Ma, Joseph L. Hellerstein:
Mining Partially Periodic Event Patterns with Unknown Periods. ICDE 2001: 205-214 - [c42]Sheng Ma, Joseph L. Hellerstein:
Mining Mutually Dependent Patterns. ICDM 2001: 409-416 - [c41]Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein:
FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. ICDM 2001: 449-456 - [c40]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: 345-359 - [c39]David Thoenen, Jim Riosa, Joseph L. Hellerstein:
Event Relationship Networks: A Framework for Action Oriented Analysis In Event Management. Integrated Network Management 2001: 593-606 - [c38]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: 841-854 - 2000
- [c37]Joseph L. Hellerstein, T. S. Jayram, Irina Rish:
Recognizing End-User Transactions in Performance Management. AAAI/IAAI 2000: 596-602 - [c36]Joseph L. Hellerstein, Sheng Ma:
Mining Event Data for Actionable Patterns. Int. CMG Conference 2000: 307-318 - [c35]Joseph L. Hellerstein, W. Nathaniel Mills III:
Metrics for Performance Tuning of Web-Based Applications. Int. CMG Conference 2000: 783-790 - [c34]David J. Taylor, Nagui Halim, Joseph L. Hellerstein, Sheng Ma:
Scalable Visualization of Event Data. DSOM 2000: 47-58 - [c33]Joseph L. Hellerstein, T. S. Jayram, Mark S. Squillante:
Analysis of Large-Scale Distributed Information Systems. MASCOTS 2000: 164-171 - [c32]Fan Zhang, Joseph L. Hellerstein:
An Approach to On-Line Predictive Detection. MASCOTS 2000: 549-556 - [c31]Dongxu Shen, Joseph L. Hellerstein:
Predictive models for proactive network management: application to a production Web server. NOMS 2000: 833-846
1990 – 1999
- 1999
- [c30]Joseph L. Hellerstein, David Hart, Po Yue:
Automated Drill Down: An Approach to Automated Problem Isolation for Performance Management. Int. CMG Conference 1999: 376-384 - [c29]Sheng Ma, Joseph L. Hellerstein:
EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. DSOM 1999: 285-296 - [c28]Joseph L. Hellerstein, Mark M. Maccabee, W. Nathaniel Mills III, John Turek:
ETE: A Customizable Approach to Measuring End-to-End Response Times and Their Components in Distributed Systems. ICDCS 1999: 152-162 - [c27]Joseph L. Hellerstein, Fan Bang, Perwez Shahabuddin:
An Approach to Predictive Detection for Service Management. Integrated Network Management 1999: 309-322 - 1998
- [j6]Paul Brasil, Joseph L. Hellerstein, Hanan Lutfiyya:
Applicaitons Management - Current Practices, Research Results, and Future Directions. J. Netw. Syst. Manag. 6(3): 361-366 (1998) - [c26]Joseph L. Hellerstein, Fan Zhang, Perwez Shahabuddin:
Characterizing Normal Operation of a Web Server: Application to Workload Forecasting and Problem Determination. Int. CMG Conference 1998: 150-160 - 1997
- [c25]Joseph L. Hellerstein:
Automated Tuning Systems: Beyond Decision Support. Int. CMG Conference 1997: 263-270 - [c24]Joseph L. Hellerstein, Robert F. Berry:
Characterizing and Interpreting Periodic Behavior in Computer Systems. Int. CMG Conference 1997: 902-913 - 1996
- [c23]Joseph L. Hellerstein:
Rules Of Thumb For Selecting Metrics For Detecting Performance Problems. Int. CMG Conference 1996: 1046-1057 - [c22]Joseph L. Hellerstein:
An Approach to Selecting Metrics for detecting Performance Problems in Information Systems. SIGMETRICS 1996: 266-267 - 1995
- [j5]Joseph L. Hellerstein:
Constructing Quantitative Models Using Monotone Relationships. IEEE Trans. Knowl. Data Eng. 7(2): 294-304 (1995) - [c21]Joseph L. Hellerstein:
Automating Performance Management Using Case-Based Reasoning. Int. CMG Conference 1995: 555-564 - 1994
- [c20]Joseph L. Hellerstein:
How Expert is Your Expert System for Performance Management? Int. CMG Conference 1994: 206-215 - [c19]Joseph L. Hellerstein:
A Comparison of Techniques for Diagnosing Performance Problems In Information Systems. SIGMETRICS 1994: 278-279 - 1993
- [j4]Joseph L. Hellerstein:
Achieving Service Rate Objectives with Decay Usage Scheduling. IEEE Trans. Software Eng. 19(8): 813-825 (1993) - [c18]Joseph L. Hellerstein:
Building Regression Models: An Introduction With a Unix(TM) Case Study. Int. CMG Conference 1993 - [c17]Joseph L. Hellerstein:
An Introduction to Modeling Dynamic Behavior with Time Series Analysis. Performance/SIGMETRICS Tutorials 1993: 203-223 - 1992
- [c16]Joseph L. Hellerstein:
Controlling CPU Allocations In UNIX Systems. Int. CMG Conference 1992: 303-313 - [c15]Robert F. Berry, Joseph L. Hellerstein:
Characterizing and Interpreting Periodic Behavior in Computer Systems. SIGMETRICS 1992: 241-242 - 1991
- [c14]Robert F. Berry, Joseph L. Hellerstein, Paul Van Leer:
An Object-Oriented Data Model for the Automation of Computer Performance Management. Int. CMG Conference 1991: 213-223 - [c13]Joseph L. Hellerstein, Paul Van Leer, Robert F. Berry:
Choosing a Service Level Indicator - Why not Queue Length? Int. CMG Conference 1991: 404-413 - [c12]Robert F. Berry, Joseph L. Hellerstein:
An Approach to Detecting Changes in the Factors Affecting the Performance of Computer Systems. SIGMETRICS 1991: 39-49 - 1990
- [c11]Joseph L. Hellerstein:
Obtaining Quantitative Predictions from Monotone Relationships. AAAI 1990: 388-394 - [c10]Robert F. Berry, Joseph L. Hellerstein:
Expert Systems for Capacity Management. Int. CMG Conference 1990: 828-839
1980 – 1989
- 1989
- [c9]Robert F. Berry, Joseph L. Hellerstein:
Estimating the Utilization of Shared DASD: A Performance Management Perspective. Int. CMG Conference 1989: 525-536 - [c8]Joseph L. Hellerstein, David A. Klein, Keith R. Milliken:
Expert Systems in Data Processing Applications Using IBM Knowledge Tool. Int. CMG Conference 1989: 1350-1351 - [c7]Joseph L. Hellerstein:
A Statistical Approach to Diagnosing Intermittent Performance-Problems Using Monotone Relationships. SIGMETRICS 1989: 20-28 - 1988
- [c6]Joseph L. Hellerstein:
What's-Different Analysis and its Application to Performance Management in VM SP/HPO. Int. CMG Conference 1988: 218-226 - [c5]Robert F. Berry, Joseph L. Hellerstein:
Analyzing VM Performance: A Worksheet Based Approach. Int. CMG Conference 1988: 227-238 - 1987
- [c4]Joseph L. Hellerstein:
An Intuitive Approach to Performance Prediction with Application to Workload Management in VM SP/HPO. Int. CMG Conference 1987: 53-63 - 1986
- [j3]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:
YES/MVS and the Automation of Operations for Large Computer Complexes. IBM Syst. J. 25(2): 159-180 (1986) - 1985
- [j2]Wesley W. Chu, Joseph L. Hellerstein:
The Exclusive-Writer Approach to Updating Replicated Files in Distributed Processing Systems. IEEE Trans. Computers 34(6): 489-500 (1985) - [c3]Joseph L. Hellerstein, Hugo M. Van Woerkom:
YSCOPE: A Shell for Building Expert Systems for Solving Computer-Performance Problems. Int. CMG Conference 1985: 170-180 - 1984
- [j1]Wesley W. Chu, Min-Tsung Lan, Joseph L. Hellerstein:
Estimation of Intermodule Communication (IMC) and Its Applications in Distributed Processing Systems. IEEE Trans. Computers 33(8): 691-699 (1984) - 1982
- [c2]Wesley W. Chu, Joseph L. Hellerstein, Min-Tsung Lan:
The Exclusive-Writer Protocol: A Low Cost Approach for Updating Replicated Files in Distributed Real Time Systems. ICDCS 1982: 269-278 - 1981
- [c1]Joseph L. Hellerstein, Wesley W. Chu:
Some potential deadlocks in layered communications architectures. AFIPS National Computer Conference 1981: 137-140
Coauthor Index
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