Discovering subnetworks in SBML models.

Joseph L. Hellerstein University of Washington, eScience Institute, Seattle, WA, USA Google Inc, Seattle, WA, USA IBM Thomas J. Watson Research Center, Hawthorne, NY, USA University of California, Los Angeles, CA, USA https://sites.google.com/uw.edu/joseph-hellerstein/ https://sites.google.com/site/josephlhellerstein/ https://escience.washington.edu/people/joseph-hellerstein/ http://research.google.com/pubs/author37890.html https://scholar.google.com/citations?user=3QzoGu8AAAAJ https://www.linkedin.com/in/josephlhellerstein https://orcid.org/0000-0003-0802-4069 https://www.wikidata.org/entity/Q112443160 https://www.wikidata.org/entity/Q99613387 https://id.loc.gov/authorities/names/n86818457 https://ieeexplore.ieee.org/author/37276815100

Joseph L. Hellerstein Lucian P. Smith Lillian T. Tatka Steven S. Andrews Michael A. Kochen Herbert M. Sauro Discovering subnetworks in SBML models. 2025 41 Bioinform. 9 https://doi.org/10.1093/bioinformatics/btaf482 db/journals/bioinformatics/bioinformatics41.html#HellersteinSTAKS25 streams/journals/bioinformatics

Adel Heydarabadipour Lucian P. Smith Joseph L. Hellerstein Herbert M. Sauro SBMLNetwork: A framework for standards-based visualization of biochemical models. 1013128 2025 21 PLoS Comput. Biol. 9 https://doi.org/10.1371/journal.pcbi.1013128 db/journals/ploscb/ploscb21.html#HeydarabadipourSHS25 streams/journals/ploscb

Lucian P. Smith Rahuman S. Malik-Sheriff Tung V. N. Nguyen Henning Hermjakob Jonathan R. Karr Bilal Shaikh Logan Drescher Ion I. Moraru James C. Schaff Eran Agmon Alexander A. Patrie Michael L. Blinov Joseph L. Hellerstein Elebeoba E. May David P. Nickerson John H. Gennari Herbert M. Sauro Verification and reproducible curation of the BioModels repository. 1013239 2025 21 PLoS Comput. Biol. 12 https://doi.org/10.1371/journal.pcbi.1013239 db/journals/ploscb/ploscb21.html#SmithMNHKSDMSAPBHMNGS25 streams/journals/ploscb

Longxuan Fan Joseph L. Hellerstein Herbert M. Sauro ratesb_python: A Python Package for Analyzing Rate Laws in Biological Models. Zenodo 2025 September https://doi.org/10.5281/zenodo.17180005 streams/repo/zenodo

Woosub Shin John H. Gennari Joseph L. Hellerstein Herbert M. Sauro An automated model annotation system (AMAS) for SBML models. 2023 October 39 Bioinform. 10 https://doi.org/10.1093/bioinformatics/btad658 db/journals/bioinformatics/bioinformatics39.html#ShinGHS23

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. 2023 December 39 Bioinform. 12 https://doi.org/10.1093/bioinformatics/btad753 db/journals/bioinformatics/bioinformatics39.html#MaFKLGSHS23

Lillian T. Tatka Wesley Luk Timothy C. Elston Joseph L. Hellerstein Herbert M. Sauro Cesium: A public database of evolved oscillatory reaction networks. 104836 2023 February 224 Biosyst. https://doi.org/10.1016/j.biosystems.2023.104836 db/journals/biosystems/biosystems224.html#TatkaLEHS23

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 0006 Lutz Brusch Laurence Calzone Kiri Choi Joshua Cooper 0004 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 0003 Wolfram Liebermeister Rahuman S. Malik-Sheriff Synchon Mandal Robert A. McDougal J. Kyle Medley Pedro Mendes 0001 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 Sinan Saglam Dilawar Singh Ankur Sinha 0002 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. 108-114 2022 50 Nucleic Acids Res. W1 https://doi.org/10.1093/nar/gkac331 https://www.wikidata.org/entity/Q135335458 db/journals/nar/nar50.html#ShaikhSVMWAAAAB22

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 0006 Lutz Brusch Laurence Calzone Kiri Choi Joshua Cooper 0004 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 0003 Wolfram Liebermeister Synchon Mandal Robert A. McDougal J. Kyle Medley Pedro Mendes 0001 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 Sinan Saglam Dilawar Singh Ankur Sinha 0002 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. 2022 abs/2203.06732 CoRR https://doi.org/10.48550/arXiv.2203.06732 db/journals/corr/corr2203.html#abs-2203-06732

Woosub Shin Joseph L. Hellerstein Isolating structural errors in reaction networks in systems biology. 388-395 2021 37 Bioinform. 3 https://doi.org/10.1093/bioinformatics/btaa720 https://www.wikidata.org/entity/Q98459769 db/journals/bioinformatics/bioinformatics37.html#ShinH21

J. Kyle Medley Joseph L. Hellerstein Herbert M. Sauro libsbmljs - Enabling web-based SBML tools. 104150 2020 195 Biosyst. https://doi.org/10.1016/j.biosystems.2020.104150 https://www.wikidata.org/entity/Q93257796 db/journals/biosystems/biosystems195.html#MedleyHS20

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. 2020 16 PLoS Comput. Biol. 9 https://doi.org/10.1371/journal.pcbi.1008063 https://www.wikidata.org/entity/Q99613389 db/journals/ploscb/ploscb16.html#MedleyTWHSS20

J. Kyle Medley Kiri Choi Matthias König 0003 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. 2018 14 PLoS Comput. Biol. 6 https://doi.org/10.1371/journal.pcbi.1006220 https://www.wikidata.org/entity/Q55510151 db/journals/ploscb/ploscb14.html#MedleyCKSGHSS18

Jennifer Ortiz Brendan Lee Magdalena Balazinska Johannes Gehrke Joseph L. Hellerstein SLAOrchestrator: Reducing the Cost of Performance SLAs for Cloud Data Analytics. 547-560 2018 USENIX ATC https://www.usenix.org/conference/atc18/presentation/ortiz conf/usenix/2018 db/conf/usenix/usenix2018.html#OrtizLBGH18 Alicia Clark Joseph L. Hellerstein SciSheets: Providing the Power of Programming With The Simplicity of Spreadsheets. 41-48 2017 SciPy https://doi.org/10.25080/shinma-7f4c6e7-007 conf/scipy/2017 db/conf/scipy/scipy2017.html#ClarkH17

Jennifer Ortiz Brendan Lee Magdalena Balazinska Joseph L. Hellerstein PerfEnforce: A Dynamic Scaling Engine for Analytics with Performance Guarantees. 2016 abs/1605.09753 CoRR http://arxiv.org/abs/1605.09753 db/journals/corr/corr1605.html#OrtizLBH16

Qi Zhang 0008 Mohamed Faten Zhani Raouf Boutaba Joseph L. Hellerstein Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud. 14-28 2014 2 IEEE Trans. Cloud Comput. 1 https://doi.org/10.1109/TCC.2014.2306427 http://doi.ieeecomputersociety.org/10.1109/TCC.2014.2306427 db/journals/tcc/tcc2.html#ZhangZBH14

Qi Zhang 0008 Quanyan Zhu Mohamed Faten Zhani Raouf Boutaba Joseph L. Hellerstein Dynamic Service Placement in Geographically Distributed Clouds. 762-772 2013 31 IEEE J. Sel. Areas Commun. 12-Supplement https://doi.org/10.1109/JSAC.2013.SUP2.1213008 db/journals/jsac/jsac31.html#ZhangZZBH13

Qi Zhang 0008 Mohamed Faten Zhani Raouf Boutaba Joseph L. Hellerstein Harmony: Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud. 510-519 2013 ICDCS https://doi.org/10.1109/ICDCS.2013.28 https://doi.ieeecomputersociety.org/10.1109/ICDCS.2013.28 conf/icdcs/2013 db/conf/icdcs/icdcs2013.html#ZhangZBH13 Joseph L. Hellerstein Science in the cloud (keynote). 1 2013 SEAMS https://doi.org/10.1109/SEAMS.2013.6595485 https://doi.ieeecomputersociety.org/10.1109/SEAMS.2013.6595485 http://dl.acm.org/citation.cfm?id=2663548 conf/icse/2013seams db/conf/icse/seams2013.html#Hellerstein13

Joseph L. Hellerstein Kai J. Kohlhoff David E. Konerding Science in the Cloud: Accelerating Discovery in the 21st Century. 64-68 2012 16 IEEE Internet Comput. 4 https://doi.org/10.1109/MIC.2012.87 http://doi.ieeecomputersociety.org/10.1109/MIC.2012.87 db/journals/internet/internet16.html#HellersteinKK12

Qi Zhang 0008 Mohamed Faten Zhani Shuo Zhang Quanyan Zhu Raouf Boutaba Joseph L. Hellerstein Dynamic energy-aware capacity provisioning for cloud computing environments. 145-154 2012 ICAC https://doi.org/10.1145/2371536.2371562 conf/icac/2012 db/conf/icac/icac2012.html#ZhangZZZBH12 Charles Reiss John Wilkes Joseph L. Hellerstein Obfuscatory obscanturism: Making workload traces of commercially-sensitive systems safe to release. 1279-1286 2012 NOMS https://doi.org/10.1109/NOMS.2012.6212064 conf/noms/2012 db/conf/noms/noms2012.html#ReissWH12 Bikash Sharma Victor Chudnovsky Joseph L. Hellerstein Rasekh Rifaat Chita R. Das Modeling and synthesizing task placement constraints in Google compute clusters. 3 2011 SoCC https://doi.org/10.1145/2038916.2038919 conf/cloud/2011 db/conf/cloud/socc2011.html#SharmaCHRD11 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 978-1-4503-0607-2 ACM ICAC 2011 https://doi.org/10.1145/1998582 db/conf/icac/icac2011.html

Raouf Boutaba Jean-Philippe Martin-Flatin Joseph L. Hellerstein Randy H. Katz George Pavlou Chin-Tau Lea Recent advances in autonomic communications [Guest Editorial]. 1-3 2010 28 IEEE J. Sel. Areas Commun. 1 https://doi.org/10.1109/JSAC.2010.100101 db/journals/jsac/jsac28.html#BoutabaMHKPL10

Asit K. Mishra Joseph L. Hellerstein Walfredo Cirne Chita R. Das Towards characterizing cloud backend workloads: insights from Google compute clusters. 34-41 2010 37 SIGMETRICS Perform. Evaluation Rev. 4 https://doi.org/10.1145/1773394.1773400 db/journals/sigmetrics/sigmetrics37.html#MishraHCD10

Joseph L. Hellerstein Why feedback implementations fail: the importance of systematic testing. 25-26 2010 FeBiD@EuroSys https://doi.org/10.1145/1791204.1791209 conf/eurosys/2010febid db/conf/eurosys/febid2010.html#Hellerstein10 Joseph L. Hellerstein The Role of Quantitative Models in Building Scalable Cloud Infrastructures. 3 2010 QEST https://doi.org/10.1109/QEST.2010.48 https://doi.ieeecomputersociety.org/10.1109/QEST.2010.48 conf/qest/2010 db/conf/qest/qest2010.html#Hellerstein10

Joseph L. Hellerstein Vance Morrison Eric Eilebrecht Applying control theory in the real world: experience with building a controller for the .NET thread pool. 38-42 2009 37 SIGMETRICS Perform. Evaluation Rev. 3 https://doi.org/10.1145/1710115.1710123 db/journals/sigmetrics/sigmetrics37.html#HellersteinME09

Joseph L. Hellerstein Sharad Singhal Qian Wang 0029 Research challenges in control engineering of computing systems. 206-211 2009 6 IEEE Trans. Netw. Serv. Manag. 4 https://doi.org/10.1109/TNSM.2009.04.090401 db/journals/tnsm/tnsm6.html#HellersteinSW09

Joseph L. Hellerstein Engineering autonomic systems. 75-76 2009 ICAC https://doi.org/10.1145/1555228.1555254 conf/icac/2009 db/conf/icac/icac2009.html#Hellerstein09 Joseph L. Hellerstein Configuring resource managers using model fuzzing: A case study of the .NET thread pool. 1-8 2009 Integrated Network Management https://doi.org/10.1109/INM.2009.5188780 conf/im/2009 db/conf/im/im2009.html#Hellerstein09 Joseph L. Hellerstein Optimizing software packages for application management. 1-8 2008 NOMS https://doi.org/10.1109/NOMS.2008.4575110 conf/noms/2008 db/conf/noms/noms2008.html#Hellerstein08

Alexander Keller 0002 Aaron B. Brown Joseph L. Hellerstein A Configuration Complexity Model and Its Application to a Change Management System. 13-27 2007 4 IEEE Trans. Netw. Serv. Manag. 1 https://doi.org/10.1109/TNSM.2007.030102 db/journals/tnsm/tnsm4.html#KellerBH07

Bin Lin 0002 Aaron B. Brown Joseph L. Hellerstein Towards an understanding of decision complexity in IT configuration. 3 2007 CHIMIT https://doi.org/10.1145/1234772.1234776 conf/chimit/2007 db/conf/chimit/chimit2007.html#LinBH07 Joseph L. Hellerstein Yixin Diao Engineering Performance Using Control Theory. 263-272 2007 conf/cmg/2007 Int. CMG Conference db/conf/cmg/cmg2007.html#HellersteinD07 http://www.cmg.org/?s2member_file_download=/proceedings/2007/7045.pdf 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. 395-403 2007 conf/icde/2007w ICDE Workshops https://doi.org/10.1109/ICDEW.2007.4401022 https://doi.ieeecomputersociety.org/10.1109/ICDEW.2007.4401022 db/conf/icde/icdew2007.html#LightstoneSDPHRSG07 Joseph L. Hellerstein Engineering Self-Organizing Systems. 1 2007 conf/iwsos/2007 IWSOS https://doi.org/10.1007/978-3-540-74917-2_1 db/conf/iwsos/iwsos2007.html#Hellerstein07

Joseph L. Hellerstein Burkhard Stiller Management of Integrated End-to-End Communications and Services - Report on NOMS 2006. 477-481 2006 14 J. Netw. Syst. Manag. 3 https://doi.org/10.1007/s10922-006-9032-y db/journals/jnsm/jnsm14.html#HellersteinS06

Yixin Diao Joseph L. Hellerstein Sujay S. Parekh Control of large scale computing systems. 17-22 2006 3 SIGBED Rev. 2 https://doi.org/10.1145/1143489.1143494 db/journals/sigbed/sigbed3.html#DiaoHP06

Joseph L. Hellerstein Xiaoyun Zhu Tarek F. Abdelzaher Introduction to the special issue. 2006 3 SIGBED Rev. 2 https://doi.org/10.1145/1143489.1143490 db/journals/sigbed/sigbed3.html#HellersteinZA06

Bin Lin 0002 Aaron B. Brown Joseph L. Hellerstein Towards an Understanding of Decision Complexity in IT Configuration. 279-282 2006 ICAC https://doi.org/10.1109/ICAC.2006.1662409 conf/icac/2006 db/conf/icac/icac2006.html#LinBH06 Yixin Diao Joseph L. Hellerstein Sujay S. Parekh Hidayatullah Shaikh Maheswaran Surendra Controlling Quality of Service in Multi-Tier Web Applications. 25 2006 conf/icdcs/2006 ICDCS https://doi.org/10.1109/ICDCS.2006.23 https://doi.ieeecomputersociety.org/10.1109/ICDCS.2006.23 db/conf/icdcs/icdcs2006.html#DiaoHPSS06 Rean Griffith Joseph L. Hellerstein Gail E. Kaiser Yixin Diao Dynamic Adaptation of Temporal Event Correlation for QoS Management in Distributed Systems. 290-294 2006 IWQoS https://doi.org/10.1109/IWQOS.2006.250486 conf/iwqos/2006 db/conf/iwqos/iwqos2006.html#GriffithHKD06 Yixin Diao Joseph L. Hellerstein Sujay S. Parekh Hidayatullah Shaikh Maheswaran Surendra Asser N. Tantawi Modeling Differentiated Services of Multi-Tier Web Applications. 314-326 2006 conf/mascots/2006 MASCOTS https://doi.org/10.1109/MASCOTS.2006.31 https://doi.ieeecomputersociety.org/10.1109/MASCOTS.2006.31 db/conf/mascots/mascots2006.html#DiaoHPSST06 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 NOMS 2006 1-4244-0143-7 IEEE https://ieeexplore.ieee.org/xpl/conhome/11101/proceeding db/conf/noms/noms2006.html

Joseph L. Hellerstein Kaan Katircioglu Maheswaran Surendra An on-line, business-oriented optimization of performance and availability for utility computing. 2013-2021 2005 23 IEEE J. Sel. Areas Commun. 10 https://doi.org/10.1109/JSAC.2005.854125 db/journals/jsac/jsac23.html#HellersteinKS05

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. 2213-2222 2005 23 IEEE J. Sel. Areas Commun. 12 https://doi.org/10.1109/JSAC.2005.857206 db/journals/jsac/jsac23.html#DiaoHPGKP05

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. 1484-1490 2005 ACC https://doi.org/10.1109/ACC.2005.1470175 conf/amcc/2005 db/conf/amcc/acc2005.html#DiaoWHSSLPGCCC05 Wei Xu 0012 Joseph L. Hellerstein Bill Kramer 0001 David A. Patterson 0001 Control Considerations for Scalable Event Processing. 233-244 2005 conf/dsom/2005 DSOM https://doi.org/10.1007/11568285_20 db/conf/dsom/dsom2005.html#XuHKP05 Yixin Diao Joseph L. Hellerstein Sujay S. Parekh Rean Griffith Gail E. Kaiser Dan B. Phung Self-Managing Systems: A Control Theory Foundation. 441-448 2005 conf/ecbs/2005 ECBS https://doi.org/10.1109/ECBS.2005.60 https://doi.ieeecomputersociety.org/10.1109/ECBS.2005.60 db/conf/ecbs/ecbs2005.html#DiaoHPGKP05 Aaron B. Brown Joseph L. Hellerstein Reducing the Cost of IT Operations - Is Automation Always the Answer? 2005 HotOS http://www.usenix.org/events/hotos05/final_papers/full_papers/brown/brown.pdf conf/hotos/2005 db/conf/hotos/hotos2005.html#BrownH05 Yvonne Coady Russ Cox John DeTreville Peter Druschel Joseph L. Hellerstein Andrew Hume Kimberly Keeton Thu Nguyen Christopher Small 0001 Lex Stein Andrew Warfield Falling Off the Cliff: When Systems Go Nonlinear. 2005 HotOS http://www.usenix.org/events/hotos05/final_papers/full_papers/green_team/green.pdf conf/hotos/2005 db/conf/hotos/hotos2005.html#CoadyCDDHHKNSSW05 Joseph L. Hellerstein Kaan Katircioglu Maheswaran Surendra A framework for applying inventory control to capacity management for utility computing. 237-250 2005 conf/im/2005 Integrated Network Management https://doi.org/10.1109/INM.2005.1440793 db/conf/im/im2005.html#HellersteinKS05 Aaron B. Brown Alexander Keller 0002 Joseph L. Hellerstein A model of configuration complexity and its application to a change management system. 631-644 2005 conf/im/2005 Integrated Network Management https://doi.org/10.1109/INM.2005.1440836 db/conf/im/im2005.html#BrownKH05 Joseph L. Hellerstein Is policy-based management possible? 777 2005 conf/im/2005 Integrated Network Management https://doi.org/10.1109/INM.2005.1440852 db/conf/im/im2005.html#Hellerstein05 Joseph L. Hellerstein Introduction to control theory for computer scientists. 783 2005 conf/im/2005 Integrated Network Management https://doi.org/10.1109/INM.2005.1440858 db/conf/im/im2005.html#Hellerstein05a Joseph L. Hellerstein Yixin Diao Sujay S. Parekh Dawn M. Tilbury Feedback Control of Computing Systems 1-429 Wiley 2004 978-0-47126637-2 978-0-47166880-0 https://doi.org/10.1002/047166880X

Alexander Keller 0002 Yixin Diao Frank Eskesen Steve Froehlich Joseph L. Hellerstein Maheswaran Surendra Lisa Spainhower Generic On-Line Discovery of Quantitative Models. 39-48 2004 1 IEEE Trans. Netw. Serv. Manag. 1 https://doi.org/10.1109/TNSM.2004.4623693 db/journals/tnsm/tnsm1.html#KellerDEFHSS04

Yixin Diao Frank Eskesen Steve Froehlich Joseph L. Hellerstein Alexander Keller 0002 Lisa Spainhower Maheswaran Surendra Service level management: A dynamic discovery and optimization approach. 83-91 2004 1 IEEE Trans. Netw. Serv. Manag. 2 https://doi.org/10.1109/TNSM.2004.4798293 db/journals/tnsm/tnsm1.html#DiaoEFHKSS04

Joseph L. Hellerstein Challenges in control engineering of computing systems. 1970-1979 2004 ACC https://doi.org/10.23919/ACC.2004.1383749 conf/amcc/2004 db/conf/amcc/acc2004.html#Hellerstein04 Sujay S. Parekh Kevin Rose Yixin Diao Victor Chang 0002 Joseph L. Hellerstein Sam Lightstone Matthew Huras Throttling utilities in the IBM DB2 universal database server. 1986-1991 2004 ACC https://doi.org/10.23919/ACC.2004.1383751 conf/amcc/2004 db/conf/amcc/acc2004.html#ParekhRDCHLH04 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. 2045-2050 2004 ACC https://doi.org/10.23919/ACC.2004.1383761 conf/amcc/2004 db/conf/amcc/acc2004.html#DiaoHSSLPG04 Aaron B. Brown Joseph L. Hellerstein Matt Hogstrom Tony Lau Sam Lightstone Peter Shum Mary Peterson Yost Benchmarking Autonomic Capabilities: Promises and Pitfalls. 266-267 2004 conf/icac/2004 ICAC https://doi.ieeecomputersociety.org/10.1109/ICAC.2004.22 db/conf/icac/icac2004.html#BrownHHLLSY04 Joseph L. Hellerstein Self-Managing Systems: A Control Theory Foundation. 708 2004 conf/lcn/2004 LCN https://doi.org/10.1109/LCN.2004.112 https://doi.ieeecomputersociety.org/10.1109/LCN.2004.112 db/conf/lcn/lcn2004.html#Hellerstein04 Alan G. Ganek Cristiane P. Hilkner John W. Sweitzer Brent A. Miller Joseph L. Hellerstein The Response to IT Complexity: Autonomic Computing. 151-157 2004 conf/nca/2004 NCA https://doi.org/10.1109/NCA.2004.1347772 https://doi.ieeecomputersociety.org/10.1109/NCA.2004.1347772 db/conf/nca/nca2004.html#GanekHSMH04 Alexander Keller 0002 Joseph L. Hellerstein Joel L. Wolf Kun-Lung Wu Vijaya Krishnan The CHAMPS system: change management with planning and scheduling. 395-408 2004 NOMS (1) https://doi.org/10.1109/NOMS.2004.1317679 conf/noms/2004 db/conf/noms/noms2004.html#KellerHWWK04 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. 376-387 2004 conf/rtas/2004 IEEE Real-Time and Embedded Technology and Applications Symposium https://doi.org/10.1109/RTTAS.2004.1317284 https://doi.ieeecomputersociety.org/10.1109/RTTAS.2004.1317284 db/conf/rtas/rtas2004.html#DiaoHSSLPG04 Aaron B. Brown Joseph L. Hellerstein An approach to benchmarking configuration complexity. 18 2004 ACM SIGOPS European Workshop https://doi.org/10.1145/1133572.1133609 conf/sigopsE/2004 db/conf/sigopsE/sigopsE2004.html#BrownH04

Yixin Diao Joseph L. Hellerstein Sujay S. Parekh Joseph P. Bigus Managing Web server performance with AutoTune agents. 136-149 2003 42 IBM Syst. J. 1 https://doi.org/10.1147/sj.421.0136 db/journals/ibmsj/ibmsj42.html#DiaoHPB03

Joseph L. Hellerstein A General-Purpose Algorithm for Quantitative Diagnosis of Performance Problems. 2003 11 J. Netw. Syst. Manag. 2 https://doi.org/10.1023/A:1023771016257 db/journals/jnsm/jnsm11.html#Hellerstein03 199-216

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. 3-15 https://doi.org/10.1007/978-3-540-39671-0_2 2003 conf/dsom/2003 DSOM db/conf/dsom/dsom2003.html#DiaoEFHSS03 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. 82-92 https://doi.org/10.1007/978-3-540-39671-0_8 2003 conf/dsom/2003 DSOM db/conf/dsom/dsom2003.html#LassettreCDFHHMRPRSTWY03 Sujay S. Parekh Kevin Rose Joseph L. Hellerstein Sam Lightstone Matthew Huras Victor Chang 0002 Managing the Performance Impact of Administrative Utilities. 130-142 https://doi.org/10.1007/978-3-540-39671-0_12 2003 conf/dsom/2003 DSOM db/conf/dsom/dsom2003.html#ParekhRHLHC03 Yixin Diao Frank Eskesen Steve Froehlich Joseph L. Hellerstein Alexander Keller 0002 Lisa Spainhower Maheswaran Surendra Generic On-Line Discovery of Quantitative Models for Service Level Management. 157-170 2003 conf/im/2003 Integrated Network Management db/conf/im/im2003.html#DiaoEFHKSS03 Xue Liu 0001 Lui Sha Yixin Diao Steve Froehlich Joseph L. Hellerstein Sujay S. Parekh Online Response Time Optimization of Apache Web Server. 461-478 2003 conf/iwqos/2003 IWQoS https://doi.org/10.1007/3-540-44884-5_25 db/conf/iwqos/iwqos2003.html#LiuSDFHP03 Chang-Shing Perng David Thoenen Genady Grabarnik Sheng Ma Joseph L. Hellerstein Data-driven validation, completion and construction of event relationship networks. 729-734 2003 conf/kdd/2003 KDD https://doi.org/10.1145/956750.956848 db/conf/kdd/kdd2003.html#PerngTGMH03

Yixin Diao Joseph L. Hellerstein Sujay S. Parekh Using fuzzy control to maximize profits in service level management. 403-420 2002 41 IBM Syst. J. 3 https://doi.org/10.1147/sj.413.0403 db/journals/ibmsj/ibmsj41.html#DiaoHP02

Ricardo Vilalta Chidanand Apté Joseph L. Hellerstein Sheng Ma Sholom M. Weiss Predictive algorithms in the management of computer systems. 461-474 2002 41 IBM Syst. J. 3 https://doi.org/10.1147/sj.413.0461 db/journals/ibmsj/ibmsj41.html#VilaltaAHMW02

Joseph L. Hellerstein Sheng Ma Chang-Shing Perng Discovering actionable patterns in event data. 475-493 2002 41 IBM Syst. J. 3 https://doi.org/10.1147/sj.413.0475 db/journals/ibmsj/ibmsj41.html#HellersteinMP02

Sheng Ma Joseph L. Hellerstein Mining mutually dependent patterns for system management. 726-735 2002 20 IEEE J. Sel. Areas Commun. 4 https://doi.org/10.1109/JSAC.2002.1003039 db/journals/jsac/jsac20.html#MaH02

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. 127-141 2002 23 Real Time Syst. 1-2 db/journals/rts/rts23.html#ParekhGHTJB02 https://doi.org/10.1023/A:1015350520175

Chang-Shing Perng Haixun Wang Sheng Ma Joseph L. Hellerstein Discovery in multi-attribute data with user-defined constraints. 56-64 2002 4 SIGKDD Explor. 1 https://doi.org/10.1145/568574.568583 db/journals/sigkdd/sigkdd4.html#PerngWMH02

Neha Gandhi Dawn M. Tilbury Yixin Diao Joseph L. Hellerstein Sujay S. Parekh MIMO control of an Apache web server: modeling and controller design. 4922-4927 2002 ACC https://doi.org/10.1109/ACC.2002.1025440 conf/amcc/2002 db/conf/amcc/acc2002.html#GandhiTDHP02 Joseph L. Hellerstein Yixin Diao Sujay S. Parekh A first-principles approach to constructing transfer functions for admission control in computing systems. 2906-2912 2002 CDC https://doi.org/10.1109/CDC.2002.1184291 conf/cdc/2002 db/conf/cdc/cdc2002.html#HellersteinDP02 Yixin Diao Joseph L. Hellerstein Sujay S. Parekh Optimizing Quality of Service Using Fuzzy Control. 42-53 2002 conf/dsom/2002 DSOM https://doi.org/10.1007/3-540-36110-3_7 db/conf/dsom/dsom2002.html#DiaoHP02 Chang-Shing Perng Haixun Wang Sheng Ma Joseph L. Hellerstein User-directed Exploration of Mining Space with Multiple Attributes. 394-401 2002 conf/icdm/2002 ICDM https://doi.org/10.1109/ICDM.2002.1183931 https://doi.ieeecomputersociety.org/10.1109/ICDM.2002.1183931 db/conf/icdm/icdm2002.html#PerngWMH02 Sheng Ma Joseph L. Hellerstein Chang-Shing Perng Genady Grabarnik Progressive and Interactive Analysis of Event Data Using Event Miner. 661-664 2002 conf/icdm/2002 ICDM https://doi.org/10.1109/ICDM.2002.1184023 https://doi.ieeecomputersociety.org/10.1109/ICDM.2002.1184023 db/conf/icdm/icdm2002.html#MaHPG02 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. 219-234 2002 NOMS https://doi.org/10.1109/NOMS.2002.1015566 conf/noms/2002 db/conf/noms/noms2002.html#DiaoGHPT02 Alexander Keller 0002 Gautam Kar Heiko Ludwig Asit Dan Joseph L. Hellerstein Managing dynamic services: a contract based approach to a conceptual architecture. 513-528 2002 NOMS https://doi.org/10.1109/NOMS.2002.1015605 conf/noms/2002 db/conf/noms/noms2002.html#KellerKLDH02 Feng Liang Sheng Ma Joseph L. Hellerstein Discovering Fully Dependent Patterns. 2002 conf/sdm/2002 SDM https://doi.org/10.1137/1.9781611972726.30 db/conf/sdm/sdm2002.html#LiangMH02 511-527

Joseph L. Hellerstein Fan Zhang Perwez Shahabuddin A statistical approach to predictive detection. 77-95 2001 35 Comput. Networks 1 db/journals/cn/cn35.html#HellersteinZS01 https://doi.org/10.1016/S1389-1286(00)00151-1

Neha Gandhi Dawn M. Tilbury Sujay S. Parekh Joseph L. Hellerstein Feedback control of a Lotus Notes server: modeling and control design. 3000-3005 2001 ACC https://doi.org/10.1109/ACC.2001.946372 conf/amcc/2001 db/conf/amcc/acc2001.html#GandhiTPH01 Joseph L. Hellerstein Neha Gandhi Sujay S. Parekh Managing the Performance of Lotus Notes: A Control Theoretic Approach. 397-408 2001 conf/cmg/2001 Int. CMG Conference db/conf/cmg/cmg2001.html#HellersteinGP01 http://www.cmg.org/?s2member_file_download=/proceedings/2001/1304.pdf Yixin Diao Joseph L. Hellerstein Sujay S. Parekh A Business-Oriented Approach to the Design of Feedback Loops for Performance Management. 11-22 2001 DSOM http://www.simpleweb.org/ifip/Conferences/DSOM/2001/DSOM2001/proceedings/S1-1.pdf conf/dsom/2001 db/conf/dsom/dsom2001.html#DiaoHP01 Ricardo Vilalta Sheng Ma Joseph L. Hellerstein Rule Induction of Computer Events. 75-86 2001 DSOM http://www.simpleweb.org/ifip/Conferences/DSOM/2001/DSOM2001/proceedings/S3-1.pdf conf/dsom/2001 db/conf/dsom/dsom2001.html#VilaltaMH01 Saurabh Bagchi Gautam Kar Joseph L. Hellerstein Dependency Analysis in Distributed Systems using Fault Injection: Application to Problem Determination in an e-commerce Environment. 151-164 2001 DSOM http://www.simpleweb.org/ifip/Conferences/DSOM/2001/DSOM2001/proceedings/S5-2.pdf conf/dsom/2001 db/conf/dsom/dsom2001.html#BagchiKH01 Sheng Ma Joseph L. Hellerstein Mining Partially Periodic Event Patterns with Unknown Periods. 2001 conf/icde/2001 ICDE db/conf/icde/icde2001.html#MaH01 205-214 https://doi.org/10.1109/ICDE.2001.914829 https://doi.ieeecomputersociety.org/10.1109/ICDE.2001.914829 Sheng Ma Joseph L. Hellerstein Mining Mutually Dependent Patterns. 409-416 2001 conf/icdm/2001 ICDM https://doi.org/10.1109/ICDM.2001.989546 https://doi.ieeecomputersociety.org/10.1109/ICDM.2001.989546 db/conf/icdm/icdm2001.html#MaH01 Chang-Shing Perng Haixun Wang Sheng Ma Joseph L. Hellerstein FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. 449-456 2001 conf/icdm/2001 ICDM https://doi.org/10.1109/ICDM.2001.989551 https://doi.ieeecomputersociety.org/10.1109/ICDM.2001.989551 db/conf/icdm/icdm2001.html#PerngWMH01 Luanne Burns Joseph L. Hellerstein Sheng Ma Chang-Shing Perng David A. Rabenhorst David J. Taylor Towards Discovery of Event Correlation Rules. 345-359 2001 Integrated Network Management https://doi.org/10.1109/INM.2001.918052 conf/im/2001 db/conf/im/im2001.html#BurnsHMPRT01 David Thoenen Jim Riosa Joseph L. Hellerstein Event Relationship Networks: A Framework for Action Oriented Analysis In Event Management. 593-606 2001 Integrated Network Management https://doi.org/10.1109/INM.2001.918068 conf/im/2001 db/conf/im/im2001.html#ThoenenRH01 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. 841-854 2001 Integrated Network Management https://doi.org/10.1109/INM.2001.918084 conf/im/2001 db/conf/im/im2001.html#ParekhGHTJB01 Joseph L. Hellerstein T. S. Jayram Irina Rish Recognizing End-User Transactions in Performance Management. 596-602 2000 conf/aaai/2000 AAAI/IAAI db/conf/aaai/aaai2000.html#HellersteinJR00 http://www.aaai.org/Library/AAAI/2000/aaai00-091.php Joseph L. Hellerstein Sheng Ma Mining Event Data for Actionable Patterns. 307-318 2000 conf/cmg/2000 Int. CMG Conference db/conf/cmg/cmg2000.html#HellersteinM00 http://www.cmg.org/?s2member_file_download=/proceedings/2000/0028.pdf Joseph L. Hellerstein W. Nathaniel Mills III Metrics for Performance Tuning of Web-Based Applications. 783-790 2000 conf/cmg/2000 Int. CMG Conference db/conf/cmg/cmg2000.html#HellersteinM00a http://www.cmg.org/?s2member_file_download=/proceedings/2000/0071.pdf David J. Taylor Nagui Halim Joseph L. Hellerstein Sheng Ma Scalable Visualization of Event Data. 47-58 https://doi.org/10.1007/3-540-44460-2_5 2000 conf/dsom/2000 DSOM db/conf/dsom/dsom2000.html#TaylorHHM00 Joseph L. Hellerstein T. S. Jayram Mark S. Squillante Analysis of Large-Scale Distributed Information Systems. 164-171 2000 conf/mascots/2000 MASCOTS https://doi.org/10.1109/MASCOT.2000.876441 https://doi.ieeecomputersociety.org/10.1109/MASCOT.2000.876441 db/conf/mascots/mascots2000.html#HellersteinJS00 Fan Zhang Joseph L. Hellerstein An Approach to On-Line Predictive Detection. 549-556 2000 conf/mascots/2000 MASCOTS https://doi.org/10.1109/MASCOT.2000.876583 https://doi.ieeecomputersociety.org/10.1109/MASCOT.2000.876583 db/conf/mascots/mascots2000.html#ZhangH00 Dongxu Shen Joseph L. Hellerstein Predictive models for proactive network management: application to a production Web server. 833-846 2000 NOMS https://doi.org/10.1109/NOMS.2000.830432 conf/noms/2000 db/conf/noms/noms2000.html#ShenH00 Joseph L. Hellerstein David Hart Po Yue Automated Drill Down: An Approach to Automated Problem Isolation for Performance Management. 1999 conf/cmg/1999 Int. CMG Conference db/conf/cmg/cmg1999.html#HellersteinHY99 376-384 http://www.cmg.org/?s2member_file_download=/proceedings/1999/9434.pdf Sheng Ma Joseph L. Hellerstein EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. 285-296 https://doi.org/10.1007/3-540-48100-1_22 1999 conf/dsom/1999 DSOM db/conf/dsom/dsom1999.html#MaH99 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. 152-162 1999 conf/icdcs/1999 ICDCS https://doi.org/10.1109/ICDCS.1999.776516 https://doi.ieeecomputersociety.org/10.1109/ICDCS.1999.776516 db/conf/icdcs/icdcs99.html#HellersteinMMT99 Joseph L. Hellerstein Fan Bang Perwez Shahabuddin An Approach to Predictive Detection for Service Management. 309-322 1999 Integrated Network Management https://doi.org/10.1109/INM.1999.770691 conf/im/1999 db/conf/im/im1999.html#HellersteinBS99

Paul Brasil Joseph L. Hellerstein Hanan Lutfiyya Applicaitons Management - Current Practices, Research Results, and Future Directions. 1998 6 J. Netw. Syst. Manag. 3 db/journals/jnsm/jnsm6.html#BrasilHL98 https://doi.org/10.1023/A:1018743716746 361-366

Joseph L. Hellerstein Fan Zhang Perwez Shahabuddin Characterizing Normal Operation of a Web Server: Application to Workload Forecasting and Problem Determination. 150-160 1998 conf/cmg/1998 Int. CMG Conference db/conf/cmg/cmg1998.html#HellersteinZS98 http://www.cmg.org/?s2member_file_download=/proceedings/1998/8017.pdf Joseph L. Hellerstein Automated Tuning Systems: Beyond Decision Support. 263-270 1997 conf/cmg/1997 Int. CMG Conference db/conf/cmg/cmg1997.html#Hellerstein97 http://www.cmg.org/?s2member_file_download=/proceedings/1997/7355.pdf Joseph L. Hellerstein Robert F. Berry Characterizing and Interpreting Periodic Behavior in Computer Systems. 902-913 1997 conf/cmg/1997 Int. CMG Conference db/conf/cmg/cmg1997.html#HellersteinB97 http://www.cmg.org/?s2member_file_download=/proceedings/1997/7553.pdf Joseph L. Hellerstein Rules Of Thumb For Selecting Metrics For Detecting Performance Problems. 1046-1057 1996 conf/cmg/1996 Int. CMG Conference db/conf/cmg/cmg1996.html#Hellerstein96 http://www.cmg.org/?s2member_file_download=/proceedings/1996/96INT634.pdf Joseph L. Hellerstein An Approach to Selecting Metrics for detecting Performance Problems in Information Systems. 266-267 1996 conf/sigmetrics/1996 SIGMETRICS db/conf/sigmetrics/sigmetrics96.html#Hellerstein96 https://doi.org/10.1145/233013.233055 https://doi.org/10.1145/233008.233055

Joseph L. Hellerstein Constructing Quantitative Models Using Monotone Relationships. 294-304 1995 7 IEEE Trans. Knowl. Data Eng. 2 db/journals/tkde/tkde7.html#Hellerstein95 https://doi.org/10.1109/69.382298 http://doi.ieeecomputersociety.org/10.1109/69.382298 TKDE7/k0294.pdf conf/aaai/ApteH86 ... ... ... ... ... ... ... journals/ai/DeCoste91 journals/ai/KleerB84 ... conf/ijcai/DoyleS89 ... ... ... journals/ai/Forbus84 ... ... ... ... ... journals/ai/Kuipers86 ... conf/aaai/NishidaMKD91 conf/aaai/Schaefer91 ... ... conf/aaai/Wellman87

Joseph L. Hellerstein Automating Performance Management Using Case-Based Reasoning. 555-564 1995 conf/cmg/1995 Int. CMG Conference db/conf/cmg/cmg1995.html#Hellerstein95 http://www.cmg.org/?s2member_file_download=/proceedings/1995/95INT084.pdf Joseph L. Hellerstein How Expert is Your Expert System for Performance Management? 206-215 1994 conf/cmg/1994 Int. CMG Conference db/conf/cmg/cmg1994.html#Hellerstein94 http://www.cmg.org/?s2member_file_download=/proceedings/1994/94INT015.pdf Joseph L. Hellerstein A Comparison of Techniques for Diagnosing Performance Problems In Information Systems. 278-279 1994 conf/sigmetrics/1994 SIGMETRICS db/conf/sigmetrics/sigmetrics94.html#Hellerstein94 https://doi.org/10.1145/183018.183051 https://doi.org/10.1145/183019.183051

Joseph L. Hellerstein Achieving Service Rate Objectives with Decay Usage Scheduling. 813-825 https://doi.org/10.1109/32.238584 http://doi.ieeecomputersociety.org/10.1109/32.238584 1993 19 IEEE Trans. Software Eng. 8 db/journals/tse/tse19.html#Hellerstein93

Joseph L. Hellerstein Building Regression Models: An Introduction With a Unix(TM) Case Study. 1993 Int. CMG Conference http://www.cmg.org/?s2member_file_download=/proceedings/1993/93INT087.pdf conf/cmg/1993 db/conf/cmg/cmg1993.html#Hellerstein93 Joseph L. Hellerstein An Introduction to Modeling Dynamic Behavior with Time Series Analysis. 203-223 1993 conf/sigmetrics/1993t Performance/SIGMETRICS Tutorials db/conf/sigmetrics/sigmetrics93t.html#Hellerstein93 https://doi.org/10.1007/BFb0013854 Joseph L. Hellerstein Controlling CPU Allocations In UNIX Systems. 303-313 1992 conf/cmg/1992 Int. CMG Conference db/conf/cmg/cmg1992.html#Hellerstein92 http://www.cmg.org/?s2member_file_download=/proceedings/1992/92INT037.pdf Robert F. Berry Joseph L. Hellerstein Characterizing and Interpreting Periodic Behavior in Computer Systems. 241-242 1992 conf/sigmetrics/1992 SIGMETRICS db/conf/sigmetrics/sigmetrics92.html#BerryH92 https://doi.org/10.1145/133057.133139 https://doi.org/10.1145/149439.133139 Robert F. Berry Joseph L. Hellerstein Paul Van Leer An Object-Oriented Data Model for the Automation of Computer Performance Management. 213-223 1991 conf/cmg/1991 Int. CMG Conference db/conf/cmg/cmg1991.html#BerryHL91 http://www.cmg.org/?s2member_file_download=/proceedings/1991/91INT026.pdf Joseph L. Hellerstein Paul Van Leer Robert F. Berry Choosing a Service Level Indicator - Why not Queue Length? 404-413 1991 conf/cmg/1991 Int. CMG Conference db/conf/cmg/cmg1991.html#HellersteinLB91 http://www.cmg.org/?s2member_file_download=/proceedings/1991/91INT047.pdf Robert F. Berry Joseph L. Hellerstein An Approach to Detecting Changes in the Factors Affecting the Performance of Computer Systems. 39-49 1991 conf/sigmetrics/1991 SIGMETRICS db/conf/sigmetrics/sigmetrics91.html#BerryH91 https://doi.org/10.1145/107971.107977 https://doi.org/10.1145/107972.107977 Joseph L. Hellerstein Obtaining Quantitative Predictions from Monotone Relationships. 388-394 1990 conf/aaai/1990 AAAI db/conf/aaai/aaai90.html#Hellerstein90 http://www.aaai.org/Library/AAAI/1990/aaai90-059.php Robert F. Berry Joseph L. Hellerstein Expert Systems for Capacity Management. 828-839 1990 conf/cmg/1990 Int. CMG Conference db/conf/cmg/cmg1990.html#BerryH90 http://www.cmg.org/?s2member_file_download=/proceedings/1990/90INT091.pdf Robert F. Berry Joseph L. Hellerstein Estimating the Utilization of Shared DASD: A Performance Management Perspective. 525-536 1989 conf/cmg/1989 Int. CMG Conference db/conf/cmg/cmg1989.html#BerryH89 http://www.cmg.org/?s2member_file_download=/proceedings/1989/89INT055.pdf Joseph L. Hellerstein David A. Klein Keith R. Milliken Expert Systems in Data Processing Applications Using IBM Knowledge Tool. 1350-1351 1989 conf/cmg/1989 Int. CMG Conference db/conf/cmg/cmg1989.html#HellersteinKM89 http://www.cmg.org/?s2member_file_download=/proceedings/1989/89INT150.pdf Joseph L. Hellerstein A Statistical Approach to Diagnosing Intermittent Performance-Problems Using Monotone Relationships. 20-28 1989 conf/sigmetrics/1989 SIGMETRICS db/conf/sigmetrics/sigmetrics89.html#Hellerstein89 https://doi.org/10.1145/75108.75375 https://doi.org/10.1145/75372.75375 Joseph L. Hellerstein What's-Different Analysis and its Application to Performance Management in VM SP/HPO. 218-226 1988 conf/cmg/1988 Int. CMG Conference db/conf/cmg/cmg1988.html#Hellerstein88 http://www.cmg.org/?s2member_file_download=/proceedings/1988/88INT029.pdf Robert F. Berry Joseph L. Hellerstein Analyzing VM Performance: A Worksheet Based Approach. 227-238 1988 conf/cmg/1988 Int. CMG Conference db/conf/cmg/cmg1988.html#BerryH88 http://www.cmg.org/?s2member_file_download=/proceedings/1988/88INT030.pdf Joseph L. Hellerstein An Intuitive Approach to Performance Prediction with Application to Workload Management in VM SP/HPO. 53-63 1987 conf/cmg/1987 Int. CMG Conference db/conf/cmg/cmg1987.html#Hellerstein87 http://www.cmg.org/?s2member_file_download=/proceedings/1987/87INT007.pdf

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. 159-180 1986 25 IBM Syst. J. 2 db/journals/ibmsj/ibmsj25.html#MillikenCEFHLKMWW86 https://doi.org/10.1147/sj.252.0159

Wesley W. Chu Joseph L. Hellerstein The Exclusive-Writer Approach to Updating Replicated Files in Distributed Processing Systems. 489-500 1985 34 IEEE Trans. Computers 6 db/journals/tc/tc34.html#ChuH85 https://doi.org/10.1109/TC.1985.5009401

Joseph L. Hellerstein Hugo M. Van Woerkom YSCOPE: A Shell for Building Expert Systems for Solving Computer-Performance Problems. 170-180 1985 conf/cmg/1985 Int. CMG Conference db/conf/cmg/cmg1985.html#HellersteinW85 http://www.cmg.org/?s2member_file_download=/proceedings/1985/85INT021.pdf

Wesley W. Chu Min-Tsung Lan Joseph L. Hellerstein Estimation of Intermodule Communication (IMC) and Its Applications in Distributed Processing Systems. 691-699 1984 33 IEEE Trans. Computers 8 db/journals/tc/tc33.html#ChuLH84 https://doi.org/10.1109/TC.1984.5009355 http://doi.ieeecomputersociety.org/10.1109/TC.1984.5009355

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. 269-278 1982 conf/icdcs/1982 ICDCS db/conf/icdcs/icdcs82.html#ChuHL82 Joseph L. Hellerstein Wesley W. Chu Some potential deadlocks in layered communications architectures. 137-140 1981 AFIPS National Computer Conference https://doi.org/10.1145/1500412.1500430 conf/afips/1981 db/conf/afips/ncc81.html#HellersteinC81 Tarek F. Abdelzaher Eran Agmon Henry Agnew Steven S. Andrews Azraf Anwar Chidanand Apté Saurabh Bagchi Magdalena Balazinska Fan Bang Moritz E. Beber Frank T. Bergmann Robert F. Berry Joseph P. Bigus Michael L. Blinov Raouf Boutaba Paul Brasil David Brooks 0006 Aaron B. Brown Lutz Brusch Laurence Calzone Matthew Carroll Victor Chang 0002 Kiri Choi Lee Chu Wesley W. Chu Victor Chudnovsky Walfredo Cirne Alicia Clark Yvonne Coady Jerome Colaco David W. Coleman Joshua Cooper 0004 Russ Cox Anthony V. Cruise Asit Dan Chita R. Das John Detloff John DeTreville Yixin Diao Brian Drawert Logan Drescher Peter Druschel Michel Dumontier Eric Eilebrecht Timothy C. Elston Robert L. Ennis Bard ErmentroutG. Bard Ermentrout Frank Eskesen James R. Faeder Longxuan Fan Allan J. Finkel Andrew P. Freiburger Steve Froehlich Fabian Fröhlich Akira Funahashi Neha Gandhi Alan G. Ganek Christian Garcia-Arellano Alan Garny Johannes Gehrke John H. Gennari Padraig Gleeson Anne Goelzer Arthur P. Goldberg Luanne Burns GoldrichLuanne Burns Genady Grabarnik Rean Griffith Stanley Gu Zachary B. Haiman Nagui Halim David Hart Jan Hasenauer Henning Hermjakob Adel Heydarabadipour Cristiane P. Hilkner Matt Hogstrom Stefan Hoops Lawrence S. Hsiung Andrew Hume Matthew Huras Jon C. Ison Diego Jahn Henry V. Jakubowski T. S. Jayram Ryann Jordan Gail E. Kaiser Matús Kalas Gautam Kar Jonathan R. Karr Kaan Katircioglu Randy H. Katz Kimberly Keeton Alexander Keller 0002 David A. Klein Michael A. Kochen Kai KohlhoffKai J. Kohlhoff Sai Anish Konanki David E. Konerding Matthias König 0003 William T. KramerBill Kramer 0001 Vijaya Krishnan Min-Tsung Lan Edwin R. LassettreEd Lassettre Tony Lau Chin-Tau A. LeaChin-Tau Lea Brendan Lee Paul Van Leer Feng Liang Wolfram Liebermeister Sam Lightstone Bin Lin 0002 Eva Liu Xue (Steve) LiuXue Liu 0001 David J. Loeb Heiko Ludwig Wesley Luk Hanan Lutfiyya Sheng Ma Steve Ma Mark M. Maccabee Rahuman S. Malik-Sheriff Synchon Mandal Jean-Philippe Martin-Flatin Gnaneswara Marupilla Miriam J. Masullo Elebeoba E. May Robert A. McDougal J. Kyle Medley Pedro Mendes 0001 Brent A. Miller Keith R. Milliken W. Nathaniel Mills III Asit K. Mishra Ion I. Moraru Vance Morrison Robert Müller Todd W. Mummert Chris J. Myers Aurélien Naldi Thu Nguyen Tung V. N. Nguyen David P. Nickerson David D. van Niekerk Brett G. Olivier Jennifer Ortiz Sujay S. Parekh Geoffrey Parker Drashti Patoliya Alexander A. Patrie David A. Patterson 0001 Loïc Paulevé George Pavlou Chang-Shing Perng Linda R. Petzold Dan B. Phung Ankita Priya David A. Rabenhorst Mukund Raghavachari Anand K. Rampadarath Charles Reiss Rasekh Rifaat Jim Riosa Irina Rish Johann M. Rohwer Kevin Rose Wolfgang Rosenstiel Lance Russell Ali Sinan Saglam Rahul Sarpeshkar Herbert M. Sauro James C. Schaff Hartmut Schmeck Stuart C. Sealfon Lui Sha Perwez Shahabuddin Bilal Shaikh Hidayatullah Shaikh Bikash Sharma Dongxu Shen Woosub Shin Peter Shum Dilawar Singh Sharad Singhal Ankur Sinha 0002 Christopher Small 0001 Lucian P. Smith Jacky L. Snoep Hugh Sorby Lisa Spainhower Ryan K. Spangler Mark S. Squillante Jörn Starruß Lex Stein Burkhard Stiller Adam J. Storm Maheswaran Surendra John W. Sweitzer Asser N. Tantawi Lillian TatkaLillian T. Tatka David J. Taylor Jonathan J. Y. Teo David Thoenen Payton J. Thomas Dawn M. Tilbury Veronica Tseng John Turek Dan Vasilescu Ricardo Vilalta Noshir Wadia Norman B. Waite Haixun Wang Qian Wang 0029 Andy WarfieldAndrew Warfield Daniel Weindl Sholom M. Weiss John Wilkes Michael Wilson Hugo M. Van Woerkom Joel L. Wolf Sung Sik Woo Chai Wah Wu Kun-Lung Wu Wei Xu 0012 Pery Ye Mary Peterson Yost Po Yue Fan Zhang Fengkai Zhang Qi Zhang 0008 Shuo Zhang Mohamed Faten Zhani Quanyan Zhu Xiaoyun Zhu Anna Zhukova