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IBM Systems Journal 
Volume 42, Number 1, 2003
Autonomic Computing
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Managing Web server performance with AutoTune agents - References

by Y. Diao, J. L. Hellerstein, S. Parekh, and J. P. Bigus

Cited references

  1. P. Horn, Autonomic Computing: IBM's Perspective on the State of Information Technology, IBM Corporation (October 15, 2001); available at http://www.research.ibm.com/autonomic/manifesto/autonomic_computing.pdf.
  2. D.-M. Chiu and R. Jain, “Analysis of the Increase and Decrease Algorithms for Congestion Avoidance in Computer Networks,” Computer Networks and ISDN Systems 17 (1989).
  3. S. Keshav, “A Control-Theoretic Approach to Flow Control,” Proceedings of the Conference on Communications Architecture and Protocols (ACM SIGCOMM '91), ACM, New York (1991).
  4. S. Mascolo, “Classical Control Theory for Congestion Avoidance in High-speed Internet,” Proceedings of the 38th Conference on Decision and Control, IEEE (1999).
  5. C. V. Hollot, V. Misra, D. Towsley, and W. B. Gong, “A Control-Theoretic Analysis of RED,” Infocom 2001, IEEE, Anchorage, AK (2001), pp. 1510–1519.
  6. Y. Lu, A. Saxena, and T. F. Abdelzaher, “Differentiated Caching Services: A Control-Theoretic Approach,” Proceedings of the 21st International Conference on Distributed Computing Systems, Phoenix, AZ (2001).
  7. C. Lu, T. F. Abdelzaher, J. A. Stankovic, and S. H. Son, A Feedback Control Architecture and Design Methodology for Service Delay Guarantees in Web Servers, Technical Report CS-2001-06, University of Virginia, Department of Computer Science (2001).
  8. B. Li and K. Nahrstedt, “Control-based Middleware Framework for Quality-of-Service Applications,” IEEE Journal on Selected Areas in Communications 17, No. 9, 1632–1650 (1999).
  9. Y. Diao, N. Gandhi, J. L. Hellerstein, S. Parekh, and D. M. Tilbury, “Using MIMO Feedback Control to Enforce Policies for Interrelated Metrics with Application to the Apache Web Server,” Proceedings of the 8th IEEE/IFIP Network Operations and Management Symposium, Florence, Italy (2002).
  10. S. Parekh, N. Gandhi, J. L. Hellerstein, D. M. Tilbury, and J. P. Bigus, “Using Control Theory to Achieve Service Level Objectives in Performance Management,” Proceedings of the 7th IEEE/IFIP Symposium on Integrated Network Management, Seattle, WA (2001), pp. 841–854.
  11. Y. Diao, J. L. Hellerstein, and S. Parekh, “A Business-Oriented Approach to the Design of Feedback Loops for Performance Management,” 12th International Workshop on Distributed Systems: Operations and Management (2001).
  12. R. L. Ribler, J. S. Vetter, H. Simitci, and D. A. Reed, “Autopilot: Adaptive Control of Distributed Applications,” Proceedings of the 7th IEEE Symposium on High-Performance Distributed Computing (1998).
  13. J. P. Bigus, D. A. Schlosnagle, J. R. Pilgrim, W. N. Mills III, and Y. Diao, “ABLE: A Toolkit for Building Multiagent Autonomic Systems,” IBM Systems Journal 41, No. 3, 350–371 (2002).
  14. J. P. Bigus, J. L. Hellerstein, and M. S. Squillante, “Auto Tune: A Generic Agent for Automated Performance Tuning,” Proceedings of the International Conference on Practical Application of Intelligent Agents and Multi-Agents (PAAM) (2000).
  15. Apache Software Foundation. See http://www.apache.org.
  16. Netcraft, “Netcraft Web Server Survey,” http://news.netcraft.com/archives/web_server_survey.html.
  17. R. Fielding, J. Gettys, J. Mogul, H. Frystyk, L. Masinter, P. Leach, and T. Berners-Lee, Hypertext Transfer Protocol—HTTP/1.1, RFC 2616, Internet Engineering Task Force (IETF), June 1999; see http://www.ietf.org/rfc/rfc2616.txt.
  18. Y. Diao, J. L. Hellerstein, and S. Parekh, “Optimizing Quality of Service Using Fuzzy Control,” Proceedings of the 13th IFIP/IEEE International Workshop on Distributed Systems Operations and Management (2002).
  19. J. P. Bigus, “The Agent Building and Learning Environment,” Proceedings of the Fourth International Conference on Autonomous Agents (2000), pp. 108–109.
  20. L. Ljung, System Identification: Theory for the User, Prentice Hall, Upper Saddle River, NJ (1999).
  21. G. F. Franklin, J. D. Powell, and M. L. Workman, Digital Control of Dynamic Systems, Addison-Wesley Publishing Co., Reading, MA (1998).
  22. W. H. Fleming and R. W. Rishel, Deterministic and Stochastic Optimal Control, Springer Verlag (1996).
  23. Z. Liu, N. Niclausse, C. Jalpa-Villanueva, and S. Barbier, Traffic Model and Performance Evaluation of Web Servers, Technical Report 3840, Institute National de Recherche en Informatique et en Automatique (INRIA) (1999).
  24. D. Mosberger and T. Jin, “httperf: A Tool for Measuring Web Server Performance,” Proceedings of the First Workshop on Internet Server Performance (WISP 98), ACM (1998), pp. 59–67.
  25. I. Mindcraft, “Webstone 2.5 Web Server Benchmark” (1998). See http://www.mindcraft.com/webstone/.