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Note: Links lead to the DBLP on the Web. Joseph L. Hellerstein Yixin Diao , Frank Eskesen , Steve Froehlich , Joseph L. Hellerstein, Lisa Spainhower , Maheswaran Surendra : Gnereic Online Optimization of Multiple Configuration Parameters with Application to a Database Server. DSOM 2003 : 3-15 Ed Lassettre , D. W. Coleman , Yixin Diao , Steve Froehlich , Joseph L. Hellerstein, L. Hsiung , T. Mummert , M. Raghavachari , G. Parker , L. Russell , Maheswaran Surendra , V. Tseng , N. Wadia , P. Ye : Dynamic Surge Protection: An Approach to Handling Unexpected Workload Surges with Resource Actions that Have Lead Times. DSOM 2003 : 82-92 Xue Liu , Lui Sha , Yixin Diao , Steve Froehlich , Joseph L. Hellerstein, Sujay Parekh : Online Response Time Optimization of Apache Web Server. IWQoS 2003 : 461-478 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 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 Yixin Diao , Joseph L. Hellerstein, Sujay Parekh : Optimizing Quality of Service Using Fuzzy Control. DSOM 2002 : 42-53 Chang-Shing Perng , Haixun Wang , Sheng Ma , Joseph L. Hellerstein: User-directed Exploration of Mining Space with Multiple Attributes. ICDM 2002 : 394-401 Sheng Ma , Joseph L. Hellerstein, Chang-Shing Perng , Genady Grabarnik : Progressive and Interactive Analysis of Event Data Using Event Miner. ICDM 2002 : 661-664 Feng Liang , Sheng Ma , Joseph L. Hellerstein: Discovering Fully Dependent Patterns. SDM 2002 Yixin Diao , Joseph L. Hellerstein, Sujay Parekh : Using fuzzy control to maximize profits in service level management. IBM Systems Journal 41 (3): 403-420 (2002) Ricardo Vilalta , Chidanand Apté , Joseph L. Hellerstein, Sheng Ma , Sholom M. Weiss : Predictive algorithms in the management of computer systems. IBM Systems Journal 41 (3): 461-474 (2002) Joseph L. Hellerstein, Sheng Ma , Chang-Shing Perng : Discovering actionable patterns in event data. IBM Systems Journal 41 (3): 475-493 (2002) Sujay Parekh , Neha Gandhi , Joseph L. Hellerstein, Dawn M. Tilbury , T. S. Jayram , J. Bigus : Using Control Theory to Achieve Service Level Objectives In Performance Management. Real-Time Systems 23 (1-2): 127-141 (2002) Chang-Shing Perng , Haixun Wang , Sheng Ma , Joseph L. Hellerstein: Discovery in multi-attribute data with user-defined constraints. SIGKDD Explorations 4 (1): 56-64 (2002) Sheng Ma , Joseph L. Hellerstein: Mining Partially Periodic Event Patterns with Unknown Periods. ICDE 2001 : 205-214 Sheng Ma , Joseph L. Hellerstein: Mining Mutually Dependent Patterns. ICDM 2001 : 409-416 Chang-Shing Perng , Haixun Wang , Sheng Ma , Joseph L. Hellerstein: FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. ICDM 2001 : 449-456 Joseph L. Hellerstein, Neha Gandhi , Sujay Parekh : Managing the Performance of Lotus Notes: A Control Theoretic Approach. Int. CMG Conference 2001 : 397-408 Joseph L. Hellerstein, Fan Zhang , Perwez Shahabuddin : A statistical approach to predictive detection. Computer Networks 35 (1): 77-95 (2001) Joseph L. Hellerstein, T. S. Jayram , Irina Rish : Recognizing End-User Transactions in Performance Management. AAAI/IAAI 2000 : 596-602 David J. Taylor , Nagui Halim , Joseph L. Hellerstein, Sheng Ma : Scalable Visualization of Event Data. DSOM 2000 : 47-58 Joseph L. Hellerstein, Sheng Ma : Mining Event Data for Actionable Patterns. Int. CMG Conference 2000 : 307-318 Joseph L. Hellerstein, Nathaniel W. Mills : Metrics for Performance Tuning of Web-Based Applications. Int. CMG Conference 2000 : 783-790 Joseph L. Hellerstein, T. S. Jayram , Mark S. Squillante : Analysis of Large-Scale Distributed Information Systems. MASCOTS 2000 : 164-171 Fan Zhang , Joseph L. Hellerstein: An Approach to On-Line Predictive Detection. MASCOTS 2000 : 549-556 Sheng Ma , Joseph L. Hellerstein: EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. DSOM 1999 : 285-296 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 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 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 Joseph L. Hellerstein: Automated Tuning Systems: Beyond Decision Support. Int. CMG Conference 1997 : 263-270 Joseph L. Hellerstein, Robert R. Berry : Characterizing and Interpreting Periodic Behavior in Computer Systems. Int. CMG Conference 1997 : 902-913 Joseph L. Hellerstein: Rules Of Thumb For Selecting Metrics For Detecting Performance Problems. Int. CMG Conference 1996 : 1046-1057 Joseph L. Hellerstein: An Approach to Selecting Metrics for detecting Performance Problems in Information Systems. SIGMETRICS 1996 : 266-267 Joseph L. Hellerstein: Automating Performance Management Using Case-Based Reasoning. Int. CMG Conference 1995 : 555-564 Joseph L. Hellerstein: Constructing Quantitative Models Using Monotone Relationships. IEEE Trans. Knowl. Data Eng. 7 (2): 294-304 (1995) Joseph L. Hellerstein: How Expert is Your Expert System for Performance Management? Int. CMG Conference 1994 : 206-215 Joseph L. Hellerstein: A Comparison of Techniques for Diagnosing Performance Problems In Information Systems. SIGMETRICS 1994 : 278-279 Joseph L. Hellerstein: An Introduction to Modeling Dynamic Behavior with Time Series Analysis. Performance/SIGMETRICS Tutorials 1993 : 203-223 Joseph L. Hellerstein: Achieving Service Rate Objectives with Decay Usage Scheduling. IEEE Trans. Software Eng. 19 (8): 813-825 (1993) Joseph L. Hellerstein: Controlling CPU Allocations In UNIX Systems. Int. CMG Conference 1992 : 303-313 Robert F. Berry , Joseph L. Hellerstein: Characterizing and Interpreting Periodic Behavior in Computer Systems. SIGMETRICS 1992 : 241-242 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 Joseph L. Hellerstein, Paul Van Leer , Robert F. Berry : Choosing a Service Level Indicator - Why not Queue Length? Int. CMG Conference 1991 : 404-413 Robert F. Berry , Joseph L. Hellerstein: An Approach to Detecting Changes in the Factors Affecting the Performance of Computer Systems. SIGMETRICS 1991 : 39-49 Joseph L. Hellerstein: Obtaining Quantitative Predictions from Monotone Relationships. AAAI 1990 : 388-394 Robert R. Berry , Joseph L. Hellerstein: Expert Systems for Capacity Management. Int. CMG Conference 1990 : 828-839 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 Robert R. Berry , Joseph L. Hellerstein: Estimating the Utilization of Shared DASD: A Performance Management Perspective. Int. CMG Conference 1989 : 525-536 Joseph L. Hellerstein: A Statistical Approach to Diagnosing Intermittent Performance-Problems Using Monotone Relationships. SIGMETRICS 1989 : 20-28 Joseph L. Hellerstein: What's-Different Analysis and its Application to Performance Management in VM SP/HPO. Int. CMG Conference 1988 : 218-226 Robert F. Berry , Joseph L. Hellerstein: Analyzing VM Performance: A Worksheet Based Approach. Int. CMG Conference 1988 : 227-238 Joseph L. Hellerstein: An Intuitive Approach to Performance Prediction with Application to Workload Management in VM SP/HPO. Int. CMG Conference 1987 : 53-63 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 Systems Journal 25 (2): 159-180 (1986) Joseph L. Hellerstein, Hugo M. Van Woerkom : YSCOPE: A Shell for Building Expert Systems for Solving Computer-Performance Problems. Int. 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