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EUROPAR
2005
Springer

Soft Computing Approach to Performance Analysis of Parallel and Distributed Programs

9 years 6 months ago
Soft Computing Approach to Performance Analysis of Parallel and Distributed Programs
This paper describes a novel approach to performance analysis for parallel and distributed systems that is based on soft computing. We introduce the concept of performance score representing the performance of code regions that is based on fuzzy logic. We propose techniques for fuzzy-based performance classification. A novel high-level query language is designed to support the search for performance problems by using linguistic expressions. We describe a fuzzybased bottleneck search, a performance similarity measure for code regions and experiment factors, and performance similarity analysis. Our approach focuses on the support of making soft decisions on evaluation, classification, search and analysis of the performance of parallel and distributed programs.
Hong Linh Truong, Thomas Fahringer
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where EUROPAR
Authors Hong Linh Truong, Thomas Fahringer
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