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Honolulu, HI, USA
June 4, 2004 to June 6, 2004
ISBN: 0-7695-2175-4
pp: 36-44
I-Hsin Chung , University of Maryland, College Park
Jeffrey K. Hollingsworth , University of Maryland, College Park
ABSTRACT
Active Harmony provides a way to automate performance tuning. In this paper, we apply the Active Harmony system to improve the performance of a cluster-based web service system. The performance improvement cannot easily be achieved by tuning individual components for such a system. The experimental results show that there is no single configuration for the system that performs well for all kinds of workloads. By tuning the parameters, Active Harmony helps the system adapt to different workloads and improve the performance up to 16%. For scalability, we demonstrate how to reduce the time when tuning a large system with many tunable parameters. Finally an algorithm is proposed to automatically adjust the structure of cluster-based web systems, and the system throughput is improved up to 70% using this technique.
INDEX TERMS
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CITATION
I-Hsin Chung, Jeffrey K. Hollingsworth, "Automated Cluster-Based Web Service Performance Tuning", HPDC, 2004, Proceedings. 13th IEEE International Symposium on High Performance Distributed Computing, Proceedings. 13th IEEE International Symposium on High Performance Distributed Computing 2004, pp. 36-44, doi:10.1109/HPDC.2004.4
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