Automated cluster-based Web service performance tuning

Automated cluster-based Web service performance tuning

Active harmony provides a way to automate performance tuning. 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 th...

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Hauptverfasser: Chung, I.-H., Hollingsworth, J.K.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Business
Clustering algorithms
Computer science
Educational institutions
Middleware
Scalability
Throughput
Transaction databases
Web server
Web services
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creator Chung, I.-H.
Hollingsworth, J.K.
description Active harmony provides a way to automate performance tuning. 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.
doi_str_mv 10.1109/HPDC.2004.1323484
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subjects Business
Clustering algorithms
Computer science
Educational institutions
Middleware
Scalability
Throughput
Transaction databases
Web server
Web services
title Automated cluster-based Web service performance tuning
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