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Joseph L. Hellerstein

Papers on DiSC'03


User-directed Exploration of Mining Space with Multiple Attributes

Progressive and Interactive Analysis of Event Data Using Event Miner

Discovery in multi-attribute data with user-defined constraints

Publications


Note: Links lead to the DBLP on the Web.

Joseph L. Hellerstein

43 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

42 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

41 Yixin Diao , Joseph L. Hellerstein, Sujay Parekh : Optimizing Quality of Service Using Fuzzy Control. DSOM 2002 : 42-53

40 Chang-Shing Perng , Haixun Wang , Sheng Ma , Joseph L. Hellerstein: User-directed Exploration of Mining Space with Multiple Attributes. ICDM 2002 : 394-401

39 Sheng Ma , Joseph L. Hellerstein, Chang-Shing Perng , Genady Grabarnik : Progressive and Interactive Analysis of Event Data Using Event Miner. ICDM 2002 : 661-664

38 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)

37 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)

36 Joseph L. Hellerstein, Sheng Ma , Chang-Shing Perng : Discovering actionable patterns in event data. IBM Systems Journal 41 (3): 475-493 (2002)

35 Sujay Parekh , Neha Gandhi , Joseph L. Hellerstein, D. 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)

34 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)

33 Sheng Ma , Joseph L. Hellerstein: Mining Partially Periodic Event Patterns with Unknown Periods. ICDE 2001 : 205-214

32 Sheng Ma , Joseph L. Hellerstein: Mining Mutually Dependent Patterns. ICDM 2001 : 409-416

31 Chang-Shing Perng , Haixun Wang , Sheng Ma , Joseph L. Hellerstein: FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. ICDM 2001 : 449-456

30 Joseph L. Hellerstein, Neha Gandhi , Sujay Parekh : Managing the Performance of Lotus Notes: A Control Theoretic Approach. Int. CMG Conference 2001 : 397-408

29 Joseph L. Hellerstein, Fan Zhang , Perwez Shahabuddin : A statistical approach to predictive detection. Computer Networks 35 (1): 77-95 (2001)

28 Joseph L. Hellerstein, T. S. Jayram , Irina Rish : Recognizing End-User Transactions in Performance Management. AAAI/IAAI 2000 : 596-602

27 David J. Taylor , Nagui Halim , Joseph L. Hellerstein, Sheng Ma : Scalable Visualization of Event Data. DSOM 2000 : 47-58

26 Joseph L. Hellerstein, Sheng Ma : Mining Event Data for Actionable Patterns. Int. CMG Conference 2000 : 307-318

25 Joseph L. Hellerstein, Nathaniel W. Mills : Metrics for Performance Tuning of Web-Based Applications. Int. CMG Conference 2000 : 783-790

24 Joseph L. Hellerstein, T. S. Jayram , Mark S. Squillante : Analysis of Large-Scale Distributed Information Systems. MASCOTS 2000 : 164-171

23 Fan Zhang , Joseph L. Hellerstein: An Approach to On-Line Predictive Detection. MASCOTS 2000 : 549-556

22 Sheng Ma , Joseph L. Hellerstein: EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. DSOM 1999 : 285-296

21 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

20 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

19 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

18 Joseph L. Hellerstein: An Approach to Selecting Metrics for detecting Performance Problems in Information Systems. SIGMETRICS 1996 : 266-267

17 Joseph L. Hellerstein: Automating Performance Management Using Case-Based Reasoning. Int. CMG Conference 1995 : 555-564

16 Joseph L. Hellerstein: Constructing Quantitative Models Using Monotone Relationships. TKDE 7 (2): 294-304 (1995)

15 Joseph L. Hellerstein: A Comparison of Techniques for Diagnosing Performance Problems In Information Systems. SIGMETRICS 1994 : 278-279

14 Joseph L. Hellerstein: An Introduction to Modeling Dynamic Behavior with Time Series Analysis. Performance/SIGMETRICS Tutorials 1993 : 203-223

13 Joseph L. Hellerstein: Achieving Service Rate Objectives with Decay Usage Scheduling. TSE 19 (8): 813-825 (1993)

12 Joseph L. Hellerstein: Controlling CPU Allocations In UNIX Systems. Int. CMG Conference 1992 : 303-313

11 Robert F. Berry , Joseph L. Hellerstein: Characterizing and Interpreting Periodic Behavior in Computer Systems. SIGMETRICS 1992 : 241-242

10 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

9 Joseph L. Hellerstein, Paul Van Leer , Robert F. Berry : Choosing a Service Level Indicator - Why not Queue Length? Int. CMG Conference 1991 : 404-413

8 Robert F. Berry , Joseph L. Hellerstein: An Approach to Detecting Changes in the Factors Affecting the Performance of Computer Systems. SIGMETRICS 1991 : 39-49

7 Joseph L. Hellerstein: Obtaining Quantitative Predictions from Monotone Relationships. AAAI 1990 : 388-394

6 Joseph L. Hellerstein: A Statistical Approach to Diagnosing Intermittent Performance-Problems Using Monotone Relationships. SIGMETRICS 1989 : 20-28

5 Joseph L. Hellerstein: What's-Different Analysis and its Application to Performance Management in VM SP/HPO. Int. CMG Conference 1988 : 218-226

4 Robert F. Berry , Joseph L. Hellerstein: Analyzing VM Performance: A Worksheet Based Approach. Int. CMG Conference 1988 : 227-238

3 Joseph L. Hellerstein: An Intuitive Approach to Performance Prediction with Application to Workload Management in VM SP/HPO. Int. CMG Conference 1987 : 53-63

2 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)

1 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




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