| 2008 |
|---|
| 83 | EE | Joseph L. Hellerstein:
Optimizing software packages for application management.
NOMS 2008: 1-8 |
| 2007 |
|---|
| 82 | EE | Bin Lin,
Aaron B. Brown,
Joseph L. Hellerstein:
Towards an understanding of decision complexity in IT configuration.
CHIMIT 2007: 3 |
| 81 | EE | 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 |
| 80 | EE | Joseph L. Hellerstein:
Engineering Self-Organizing Systems.
IWSOS 2007: 1 |
| 79 | | Joseph L. Hellerstein,
Yixin Diao:
Engineering Performance Using Control Theory.
Int. CMG Conference 2007: 263-272 |
| 2006 |
|---|
| 78 | | 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 |
| 77 | EE | Yixin Diao,
Joseph L. Hellerstein,
Sujay S. Parekh,
Hidayatullah Shaikh,
Maheswaran Surendra:
Controlling Quality of Service in Multi-Tier Web Applications.
ICDCS 2006: 25 |
| 76 | EE | 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 |
| 75 | EE | Joseph L. Hellerstein,
Burkhard Stiller:
Management of Integrated End-to-End Communications and Services - Report on NOMS 2006.
J. Network Syst. Manage. 14(3): 477-481 (2006) |
| 2005 |
|---|
| 74 | EE | Wei Xu,
Joseph L. Hellerstein,
Bill Kramer,
David A. Patterson:
Control Considerations for Scalable Event Processing.
DSOM 2005: 233-244 |
| 73 | EE | 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 |
| 72 | EE | 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 |
| 71 | EE | 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 |
| 70 | EE | Joseph L. Hellerstein:
Is policy-based management possible?
Integrated Network Management 2005: 777 |
| 69 | EE | Joseph L. Hellerstein:
Introduction to control theory for computer scientists.
Integrated Network Management 2005: 783 |
| 68 | EE | Joseph L. Hellerstein,
Kaan Katircioglu,
Maheswaran Surendra:
An on-line, business-oriented optimization of performance and availability for utility computing.
IEEE Journal on Selected Areas in Communications 23(10): 2013-2021 (2005) |
| 67 | EE | 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 Journal on Selected Areas in Communications 23(12): 2213-2222 (2005) |
| 2004 |
|---|
| 66 | EE | Aaron B. Brown,
Joseph L. Hellerstein:
An approach to benchmarking configuration complexity.
ACM SIGOPS European Workshop 2004: 18 |
| 65 | EE | 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 |
| 64 | EE | 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 |
| 63 | EE | Joseph L. Hellerstein:
Self-Managing Systems: A Control Theory Foundation.
LCN 2004: 708 |
| 62 | EE | 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 |
| 61 | EE | 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 |
| 2003 |
|---|
| 60 | EE | 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 |
| 59 | EE | 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 |
| 58 | EE | 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 |
| 57 | EE | 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 |
| 56 | | 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 |
| 55 | EE | 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 |
| 54 | EE | Yixin Diao,
Joseph L. Hellerstein,
Sujay S. Parekh,
Joseph P. Bigus:
Managing Web server performance with AutoTune agents.
IBM Systems Journal 42(1): 136-149 (2003) |
| 53 | EE | Joseph L. Hellerstein:
A General-Purpose Algorithm for Quantitative Diagnosis of Performance Problems.
J. Network Syst. Manage. 11(2): (2003) |
| 2002 |
|---|
| 52 | EE | Yixin Diao,
Joseph L. Hellerstein,
Sujay S. Parekh:
Optimizing Quality of Service Using Fuzzy Control.
DSOM 2002: 42-53 |
| 51 | EE | Chang-Shing Perng,
Haixun Wang,
Sheng Ma,
Joseph L. Hellerstein:
User-directed Exploration of Mining Space with Multiple Attributes.
ICDM 2002: 394-401 |
| 50 | EE | Sheng Ma,
Joseph L. Hellerstein,
Chang-Shing Perng,
Genady Grabarnik:
Progressive and Interactive Analysis of Event Data Using Event Miner.
ICDM 2002: 661-664 |
| 49 | EE | Yixin Diao,
Neha Gandhi,
Joseph L. Hellerstein,
Sujav 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 |
| 48 | EE | 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 |
| 47 | EE | Feng Liang,
Sheng Ma,
Joseph L. Hellerstein:
Discovering Fully Dependent Patterns.
SDM 2002 |
| 46 | EE | Yixin Diao,
Joseph L. Hellerstein,
Sujay S. Parekh:
Using fuzzy control to maximize profits in service level management.
IBM Systems Journal 41(3): 403-420 (2002) |
| 45 | EE | 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) |
| 44 | EE | Joseph L. Hellerstein,
Sheng Ma,
Chang-Shing Perng:
Discovering actionable patterns in event data.
IBM Systems Journal 41(3): 475-493 (2002) |
| 43 | | 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 Systems 23(1-2): 127-141 (2002) |
| 42 | EE | 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) |
| 2001 |
|---|
| 41 | EE | Sheng Ma,
Joseph L. Hellerstein:
Mining Partially Periodic Event Patterns with Unknown Periods.
ICDE 2001: 205-214 |
| 40 | EE | Sheng Ma,
Joseph L. Hellerstein:
Mining Mutually Dependent Patterns.
ICDM 2001: 409-416 |
| 39 | EE | Chang-Shing Perng,
Haixun Wang,
Sheng Ma,
Joseph L. Hellerstein:
FARM: A Framework for Exploring Mining Spaces with Multiple Attributes.
ICDM 2001: 449-456 |
| 38 | | Joseph L. Hellerstein,
Neha Gandhi,
Sujay S. Parekh:
Managing the Performance of Lotus Notes: A Control Theoretic Approach.
Int. CMG Conference 2001: 397-408 |
| 37 | EE | Joseph L. Hellerstein,
Fan Zhang,
Perwez Shahabuddin:
A statistical approach to predictive detection.
Computer Networks 35(1): 77-95 (2001) |
| 2000 |
|---|
| 36 | | Joseph L. Hellerstein,
T. S. Jayram,
Irina Rish:
Recognizing End-User Transactions in Performance Management.
AAAI/IAAI 2000: 596-602 |
| 35 | EE | David J. Taylor,
Nagui Halim,
Joseph L. Hellerstein,
Sheng Ma:
Scalable Visualization of Event Data.
DSOM 2000: 47-58 |
| 34 | | Joseph L. Hellerstein,
Sheng Ma:
Mining Event Data for Actionable Patterns.
Int. CMG Conference 2000: 307-318 |
| 33 | | Joseph L. Hellerstein,
Nathaniel W. Mills:
Metrics for Performance Tuning of Web-Based Applications.
Int. CMG Conference 2000: 783-790 |
| 32 | EE | Joseph L. Hellerstein,
T. S. Jayram,
Mark S. Squillante:
Analysis of Large-Scale Distributed Information Systems.
MASCOTS 2000: 164-171 |
| 31 | EE | Fan Zhang,
Joseph L. Hellerstein:
An Approach to On-Line Predictive Detection.
MASCOTS 2000: 549-556 |
| 30 | EE | Dongxu Shen,
Joseph L. Hellerstein:
Predictive models for proactive network management: application to a production Web server.
NOMS 2000: 833-846 |
| 1999 |
|---|
| 29 | EE | Sheng Ma,
Joseph L. Hellerstein:
EventBrowser: A Flexible Tool for Scalable Analysis of Event Data.
DSOM 1999: 285-296 |
| 28 | EE | 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 |
| 27 | | 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 |
| 1998 |
|---|
| 26 | | 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 |
|---|
| 25 | | Joseph L. Hellerstein:
Automated Tuning Systems: Beyond Decision Support.
Int. CMG Conference 1997: 263-270 |
| 24 | | Joseph L. Hellerstein,
Robert F. Berry:
Characterizing and Interpreting Periodic Behavior in Computer Systems.
Int. CMG Conference 1997: 902-913 |
| 1996 |
|---|
| 23 | | Joseph L. Hellerstein:
Rules Of Thumb For Selecting Metrics For Detecting Performance Problems.
Int. CMG Conference 1996: 1046-1057 |
| 22 | | Joseph L. Hellerstein:
An Approach to Selecting Metrics for detecting Performance Problems in Information Systems.
SIGMETRICS 1996: 266-267 |
| 1995 |
|---|
| 21 | | Joseph L. Hellerstein:
Automating Performance Management Using Case-Based Reasoning.
Int. CMG Conference 1995: 555-564 |
| 20 | EE | Joseph L. Hellerstein:
Constructing Quantitative Models Using Monotone Relationships.
IEEE Trans. Knowl. Data Eng. 7(2): 294-304 (1995) |
| 1994 |
|---|
| 19 | | Joseph L. Hellerstein:
How Expert is Your Expert System for Performance Management?
Int. CMG Conference 1994: 206-215 |
| 18 | | Joseph L. Hellerstein:
A Comparison of Techniques for Diagnosing Performance Problems In Information Systems.
SIGMETRICS 1994: 278-279 |
| 1993 |
|---|
| 17 | | Joseph L. Hellerstein:
An Introduction to Modeling Dynamic Behavior with Time Series Analysis.
Performance/SIGMETRICS Tutorials 1993: 203-223 |
| 16 | EE | Joseph L. Hellerstein:
Achieving Service Rate Objectives with Decay Usage Scheduling.
IEEE Trans. Software Eng. 19(8): 813-825 (1993) |
| 1992 |
|---|
| 15 | | Joseph L. Hellerstein:
Controlling CPU Allocations In UNIX Systems.
Int. CMG Conference 1992: 303-313 |
| 14 | | Robert F. Berry,
Joseph L. Hellerstein:
Characterizing and Interpreting Periodic Behavior in Computer Systems.
SIGMETRICS 1992: 241-242 |
| 1991 |
|---|
| 13 | | 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 |
| 12 | | Joseph L. Hellerstein,
Paul Van Leer,
Robert F. Berry:
Choosing a Service Level Indicator - Why not Queue Length?
Int. CMG Conference 1991: 404-413 |
| 11 | | 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 |
|---|
| 10 | | Joseph L. Hellerstein:
Obtaining Quantitative Predictions from Monotone Relationships.
AAAI 1990: 388-394 |
| 9 | | Robert F. Berry,
Joseph L. Hellerstein:
Expert Systems for Capacity Management.
Int. CMG Conference 1990: 828-839 |
| 1989 |
|---|
| 8 | | 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 |
| 7 | | Robert F. Berry,
Joseph L. Hellerstein:
Estimating the Utilization of Shared DASD: A Performance Management Perspective.
Int. CMG Conference 1989: 525-536 |
| 6 | | Joseph L. Hellerstein:
A Statistical Approach to Diagnosing Intermittent Performance-Problems Using Monotone Relationships.
SIGMETRICS 1989: 20-28 |
| 1988 |
|---|
| 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 |
| 1987 |
|---|
| 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 |
| 1986 |
|---|
| 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) |
| 1985 |
|---|
| 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 |
