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Title:
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Joseph L. Hellerstein: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Joseph L. Hellerstein
    Obtaining Quantitative Predictions from Monotone Relationships. [Citation Graph (0, 0)][DBLP]
    AAAI, 1990, pp:388-394 [Conf]
  2. Joseph L. Hellerstein, T. S. Jayram, Irina Rish
    Recognizing End-User Transactions in Performance Management. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2000, pp:596-602 [Conf]
  3. Robert F. Berry, Joseph L. Hellerstein
    Analyzing VM Performance: A Worksheet Based Approach. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1988, pp:227-238 [Conf]
  4. Robert F. Berry, Joseph L. Hellerstein
    Estimating the Utilization of Shared DASD: A Performance Management Perspective. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1989, pp:525-536 [Conf]
  5. Robert F. Berry, Joseph L. Hellerstein
    Expert Systems for Capacity Management. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1990, pp:828-839 [Conf]
  6. Robert F. Berry, Joseph L. Hellerstein, Paul Van Leer
    An Object-Oriented Data Model for the Automation of Computer Performance Management. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1991, pp:213-223 [Conf]
  7. Joseph L. Hellerstein
    An Intuitive Approach to Performance Prediction with Application to Workload Management in VM SP/HPO. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1987, pp:53-63 [Conf]
  8. Joseph L. Hellerstein
    What's-Different Analysis and its Application to Performance Management in VM SP/HPO. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1988, pp:218-226 [Conf]
  9. Joseph L. Hellerstein
    Controlling CPU Allocations In UNIX Systems. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1992, pp:303-313 [Conf]
  10. Joseph L. Hellerstein
    How Expert is Your Expert System for Performance Management? [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1994, pp:206-215 [Conf]
  11. Joseph L. Hellerstein
    Automating Performance Management Using Case-Based Reasoning. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1995, pp:555-564 [Conf]
  12. Joseph L. Hellerstein
    Rules Of Thumb For Selecting Metrics For Detecting Performance Problems. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1996, pp:1046-1057 [Conf]
  13. Joseph L. Hellerstein
    Automated Tuning Systems: Beyond Decision Support. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1997, pp:263-270 [Conf]
  14. Joseph L. Hellerstein, Robert F. Berry
    Characterizing and Interpreting Periodic Behavior in Computer Systems. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1997, pp:902-913 [Conf]
  15. Joseph L. Hellerstein, Neha Gandhi, Sujay S. Parekh
    Managing the Performance of Lotus Notes: A Control Theoretic Approach. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 2001, pp:397-408 [Conf]
  16. Joseph L. Hellerstein, David Hart, Po Yue
    Automated Drill Down: An Approach to Automated Problem Isolation for Performance Management. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1999, pp:376-384 [Conf]
  17. Joseph L. Hellerstein, David A. Klein, Keith R. Milliken
    Expert Systems in Data Processing Applications Using IBM Knowledge Tool. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1989, pp:1350-1351 [Conf]
  18. Joseph L. Hellerstein, Paul Van Leer, Robert F. Berry
    Choosing a Service Level Indicator - Why not Queue Length? [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1991, pp:404-413 [Conf]
  19. Joseph L. Hellerstein, Sheng Ma
    Mining Event Data for Actionable Patterns. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 2000, pp:307-318 [Conf]
  20. Joseph L. Hellerstein, Nathaniel W. Mills
    Metrics for Performance Tuning of Web-Based Applications. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 2000, pp:783-790 [Conf]
  21. Joseph L. Hellerstein, Hugo M. Van Woerkom
    YSCOPE: A Shell for Building Expert Systems for Solving Computer-Performance Problems. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1985, pp:170-180 [Conf]
  22. Joseph L. Hellerstein, Fan Zhang, Perwez Shahabuddin
    Characterizing Normal Operation of a Web Server: Application to Workload Forecasting and Problem Determination. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 1998, pp:150-160 [Conf]
  23. 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. [Citation Graph (0, 0)][DBLP]
    DSOM, 2003, pp:3-15 [Conf]
  24. Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh
    Optimizing Quality of Service Using Fuzzy Control. [Citation Graph (0, 0)][DBLP]
    DSOM, 2002, pp:42-53 [Conf]
  25. Sujay S. Parekh, Kevin Rose, Joseph L. Hellerstein, Sam Lightstone, Matthew Huras, Victor Chang
    Managing the Performance Impact of Administrative Utilities. [Citation Graph (0, 0)][DBLP]
    DSOM, 2003, pp:130-142 [Conf]
  26. Sheng Ma, Joseph L. Hellerstein
    EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. [Citation Graph (0, 0)][DBLP]
    DSOM, 1999, pp:285-296 [Conf]
  27. 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. [Citation Graph (0, 0)][DBLP]
    DSOM, 2003, pp:82-92 [Conf]
  28. David J. Taylor, Nagui Halim, Joseph L. Hellerstein, Sheng Ma
    Scalable Visualization of Event Data. [Citation Graph (0, 0)][DBLP]
    DSOM, 2000, pp:47-58 [Conf]
  29. Wei Xu, Joseph L. Hellerstein, Bill Kramer, David A. Patterson
    Control Considerations for Scalable Event Processing. [Citation Graph (0, 0)][DBLP]
    DSOM, 2005, pp:233-244 [Conf]
  30. Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Rean Griffith, Gail E. Kaiser, Dan B. Phung
    Self-Managing Systems: A Control Theory Foundation. [Citation Graph (0, 0)][DBLP]
    ECBS, 2005, pp:441-448 [Conf]
  31. Aaron B. Brown, Joseph L. Hellerstein, Matt Hogstrom, Tony Lau, Sam Lightstone, Peter Shum, Mary Peterson Yost
    Benchmarking Autonomic Capabilities: Promises and Pitfalls. [Citation Graph (0, 0)][DBLP]
    ICAC, 2004, pp:266-267 [Conf]
  32. Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Hidayatullah Shaikh, Maheswaran Surendra
    Controlling Quality of Service in Multi-Tier Web Applications. [Citation Graph (0, 0)][DBLP]
    ICDCS, 2006, pp:25- [Conf]
  33. 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. [Citation Graph (0, 0)][DBLP]
    ICDCS, 1999, pp:152-162 [Conf]
  34. Sheng Ma, Joseph L. Hellerstein
    Mining Partially Periodic Event Patterns with Unknown Periods. [Citation Graph (0, 0)][DBLP]
    ICDE, 2001, pp:205-214 [Conf]
  35. Sheng Ma, Joseph L. Hellerstein
    Mining Mutually Dependent Patterns. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:409-416 [Conf]
  36. Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik
    Progressive and Interactive Analysis of Event Data Using Event Miner. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:661-664 [Conf]
  37. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
    FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:449-456 [Conf]
  38. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
    User-directed Exploration of Mining Space with Multiple Attributes. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:394-401 [Conf]
  39. 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. [Citation Graph (0, 0)][DBLP]
    Integrated Network Management, 2003, pp:157-170 [Conf]
  40. Xue Liu, Lui Sha, Yixin Diao, Steve Froehlich, Joseph L. Hellerstein, Sujay S. Parekh
    Online Response Time Optimization of Apache Web Server. [Citation Graph (0, 0)][DBLP]
    IWQoS, 2003, pp:461-478 [Conf]
  41. Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein
    Data-driven validation, completion and construction of event relationship networks. [Citation Graph (0, 0)][DBLP]
    KDD, 2003, pp:729-734 [Conf]
  42. Joseph L. Hellerstein
    Self-Managing Systems: A Control Theory Foundation. [Citation Graph (0, 0)][DBLP]
    LCN, 2004, pp:708- [Conf]
  43. Joseph L. Hellerstein, T. S. Jayram, Mark S. Squillante
    Analysis of Large-Scale Distributed Information Systems. [Citation Graph (0, 0)][DBLP]
    MASCOTS, 2000, pp:164-171 [Conf]
  44. Fan Zhang, Joseph L. Hellerstein
    An Approach to On-Line Predictive Detection. [Citation Graph (0, 0)][DBLP]
    MASCOTS, 2000, pp:549-556 [Conf]
  45. Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Hidayatullah Shaikh, Maheswaran Surendra, Asser N. Tantawi
    Modeling Differentiated Services of Multi-Tier Web Applications. [Citation Graph (0, 0)][DBLP]
    MASCOTS, 2006, pp:314-326 [Conf]
  46. Alan G. Ganek, Cristiane P. Hilkner, John W. Sweitzer, Brent Miller, Joseph L. Hellerstein
    The Response to IT Complexity: Autonomic Computing. [Citation Graph (0, 0)][DBLP]
    NCA, 2004, pp:151-157 [Conf]
  47. 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. [Citation Graph (0, 0)][DBLP]
    IEEE Real-Time and Embedded Technology and Applications Symposium, 2004, pp:376-387 [Conf]
  48. Feng Liang, Sheng Ma, Joseph L. Hellerstein
    Discovering Fully Dependent Patterns. [Citation Graph (0, 0)][DBLP]
    SDM, 2002, pp:- [Conf]
  49. Robert F. Berry, Joseph L. Hellerstein
    An Approach to Detecting Changes in the Factors Affecting the Performance of Computer Systems. [Citation Graph (0, 0)][DBLP]
    SIGMETRICS, 1991, pp:39-49 [Conf]
  50. Robert F. Berry, Joseph L. Hellerstein
    Characterizing and Interpreting Periodic Behavior in Computer Systems. [Citation Graph (0, 0)][DBLP]
    SIGMETRICS, 1992, pp:241-242 [Conf]
  51. Joseph L. Hellerstein
    A Statistical Approach to Diagnosing Intermittent Performance-Problems Using Monotone Relationships. [Citation Graph (0, 0)][DBLP]
    SIGMETRICS, 1989, pp:20-28 [Conf]
  52. Joseph L. Hellerstein
    An Introduction to Modeling Dynamic Behavior with Time Series Analysis. [Citation Graph (0, 0)][DBLP]
    Performance/SIGMETRICS Tutorials, 1993, pp:203-223 [Conf]
  53. Joseph L. Hellerstein
    A Comparison of Techniques for Diagnosing Performance Problems In Information Systems. [Citation Graph (0, 0)][DBLP]
    SIGMETRICS, 1994, pp:278-279 [Conf]
  54. Joseph L. Hellerstein
    An Approach to Selecting Metrics for detecting Performance Problems in Information Systems. [Citation Graph (0, 0)][DBLP]
    SIGMETRICS, 1996, pp:266-267 [Conf]
  55. Joseph L. Hellerstein, Fan Zhang, Perwez Shahabuddin
    A statistical approach to predictive detection. [Citation Graph (0, 0)][DBLP]
    Computer Networks, 2001, v:35, n:1, pp:77-95 [Journal]
  56. Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh
    Using fuzzy control to maximize profits in service level management. [Citation Graph (0, 0)][DBLP]
    IBM Systems Journal, 2002, v:41, n:3, pp:403-420 [Journal]
  57. Yixin Diao, Joseph L. Hellerstein, Sujay S. Parekh, Joseph P. Bigus
    Managing Web server performance with AutoTune agents. [Citation Graph (0, 0)][DBLP]
    IBM Systems Journal, 2003, v:42, n:1, pp:136-149 [Journal]
  58. Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng
    Discovering actionable patterns in event data. [Citation Graph (0, 0)][DBLP]
    IBM Systems Journal, 2002, v:41, n:3, pp:475-493 [Journal]
  59. 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. [Citation Graph (0, 0)][DBLP]
    IBM Systems Journal, 1986, v:25, n:2, pp:159-180 [Journal]
  60. Ricardo Vilalta, Chidanand Apté, Joseph L. Hellerstein, Sheng Ma, Sholom M. Weiss
    Predictive algorithms in the management of computer systems. [Citation Graph (0, 0)][DBLP]
    IBM Systems Journal, 2002, v:41, n:3, pp:461-474 [Journal]
  61. Joseph L. Hellerstein
    A General-Purpose Algorithm for Quantitative Diagnosis of Performance Problems. [Citation Graph (0, 0)][DBLP]
    J. Network Syst. Manage., 2003, v:11, n:2, pp:- [Journal]
  62. Joseph L. Hellerstein, Burkhard Stiller
    Management of Integrated End-to-End Communications and Services - Report on NOMS 2006. [Citation Graph (0, 0)][DBLP]
    J. Network Syst. Manage., 2006, v:14, n:3, pp:477-481 [Journal]
  63. 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. [Citation Graph (0, 0)][DBLP]
    Real-Time Systems, 2002, v:23, n:1-2, pp:127-141 [Journal]
  64. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
    Discovery in multi-attribute data with user-defined constraints. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2002, v:4, n:1, pp:56-64 [Journal]
  65. Joseph L. Hellerstein
    Constructing Quantitative Models Using Monotone Relationships. [Citation Graph (0, 9)][DBLP]
    IEEE Trans. Knowl. Data Eng., 1995, v:7, n:2, pp:294-304 [Journal]
  66. Joseph L. Hellerstein
    Achieving Service Rate Objectives with Decay Usage Scheduling. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Software Eng., 1993, v:19, n:8, pp:813-825 [Journal]
  67. Aaron B. Brown, Alexander Keller, Joseph L. Hellerstein
    A model of configuration complexity and its application to a change management system. [Citation Graph (0, 0)][DBLP]
    Integrated Network Management, 2005, pp:631-644 [Conf]
  68. Joseph L. Hellerstein
    Introduction to control theory for computer scientists. [Citation Graph (0, 0)][DBLP]
    Integrated Network Management, 2005, pp:783- [Conf]
  69. Joseph L. Hellerstein, K. Katirciolgu, Maheswaran Surendra
    A framework for applying inventory control to capacity management for utility computing. [Citation Graph (0, 0)][DBLP]
    Integrated Network Management, 2005, pp:237-250 [Conf]
  70. Joseph L. Hellerstein
    Is policy-based management possible? [Citation Graph (0, 0)][DBLP]
    Integrated Network Management, 2005, pp:777- [Conf]
  71. Joseph L. Hellerstein
    Engineering Self-Organizing Systems. [Citation Graph (0, 0)][DBLP]
    IWSOS, 2007, pp:1- [Conf]

  72. Engineering Performance Using Control Theory. [Citation Graph (, )][DBLP]


  73. Reducing the Cost of IT Operations - Is Automation Always the Answer? [Citation Graph (, )][DBLP]


  74. Engineering autonomic systems. [Citation Graph (, )][DBLP]


  75. Towards an Understanding of Decision Complexity in IT Configuration. [Citation Graph (, )][DBLP]


  76. Control Theory: a Foundational Technique for Self Managing Databases. [Citation Graph (, )][DBLP]


  77. Configuring resource managers using model fuzzing: A case study of the .NET thread pool. [Citation Graph (, )][DBLP]


  78. Dynamic Adaptation of Temporal Event Correlation for QoS Management in Distributed Systems. [Citation Graph (, )][DBLP]


  79. An approach to benchmarking configuration complexity. [Citation Graph (, )][DBLP]


  80. Predictive models for proactive network management: application to a production Web server. [Citation Graph (, )][DBLP]


  81. Using MIMO feedback control to enforce policies for interrelated metrics with application to the Apache Web server. [Citation Graph (, )][DBLP]


  82. Managing dynamic services: a contract based approach to a conceptual architecture. [Citation Graph (, )][DBLP]


  83. Optimizing software packages for application management. [Citation Graph (, )][DBLP]


  84. The CHAMPS system: change management with planning and scheduling. [Citation Graph (, )][DBLP]


  85. Towards an understanding of decision complexity in IT configuration. [Citation Graph (, )][DBLP]


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