An Expert Assistant for Computer Aided Parallelization | Zendy

Gabriele Jost | Zendy; Robert Chun | Zendy; Haoqiang Jin | Zendy; Jesús Labarta | Zendy; Judit Giménez | Zendy

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An Expert Assistant for Computer Aided Parallelization

Author(s) -

Gabriele Jost,

Robert Chun,

Haoqiang Jin,

Jesús Labarta,

Judit Giménez

Publication year - 2006

Publication title -

lecture notes in computer science

Language(s) - English

Resource type - Book series

SCImago Journal Rank - 0.249

H-Index - 400

eISSN - 1611-3349

pISSN - 0302-9743

ISBN - 3-540-29067-2

DOI - 10.1007/11558958_80

Subject(s) - computer science , expert system , automatic parallelization , interface (matter) , process (computing) , user interface , computer aided , filter (signal processing) , code (set theory) , software engineering , programming language , parallel computing , artificial intelligence , set (abstract data type) , bubble , maximum bubble pressure method , compiler , computer vision

The prototype implementation of an expert system was developed to assist the user in the computer aided parallelization process. The system interfaces to tools for automatic parallelization and performance analysis. By fusing static program structure information and dynamic performance analysis data the expert system can help the user to filter, correlate, and interpret the data gathered by the existing tools. Sections of the code that show poor performance and require further attention are rapidly identified and suggestions for improvements are presented to the user. In this paper we describe the components of the expert system and discuss its interface to the existing tools. We present a case study to demonstrate the successful use in full scale scientific applications.

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