Dynamic Instrumentation, Performance Monitoring and Analysis of Grid Scientific Workflows |
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Authors: | Hong-Linh Truong Thomas Fahringer Schahram Dustdar |
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Affiliation: | (1) Institute for Computer Science, University of Innsbruck, Technikerstrasse 21A, A-6020 Innsbruck, Austria;(2) Information Systems Institute, Vienna University of Technology, Argentinierstrasse 8/184-1, A-1040 Wien, Austria |
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Abstract: | While existing work concentrates on developing QoS models of business workflows and Web services, few tools have been developed
to support the monitoring and performance analysis of scientific workflows in Grids. This paper describes novel Grid services
for dynamic instrumentation of Grid-based applications, performance monitoring and analysis of Grid scientific workflows.
We describe a Grid dynamic instrumentation service that provides a widely accessible interface for other services and users
to conduct the dynamic instrumentation of Grid applications during the runtime. We introduce a Grid performance analysis service
for Grid scientific workflows. The analysis service utilizes various types of data including workflow graphs, monitoring data
of resources, execution status of activities, and performance measurements obtained from the dynamic instrumentation of invoked
applications, and provides a rich set of functionalities and features to support the online monitoring and performance analysis
of scientific workflows. Workflows and their relevant information including performance metrics are stored and utilized for
comparing the performance of constructs of different workflows and for supporting multi-workflow analysis.
The work described in this paper is supported in part by the Austrian Science Fund as part of the Aurora Project under contract
SFBF1104 and by the European Union through the IST-2002-511385 project K-WfGrid. |
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Keywords: | dynamic instrumentation Grid computing Grid service performance monitoring and analysis scientific workflows |
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