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Performance Tuning of Scientific Applications
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Performance Tuning of Scientific Applications

Book Details

Format Hardback or Cased Book
ISBN-10 1439815690
ISBN-13 9781439815694
Publisher Taylor & Francis Inc
Imprint CRC Press Inc
Country of Manufacture GB
Country of Publication GB
Publication Date Nov 23rd, 2010
Print length 400 Pages
Weight 688 grams
Dimensions 24.00 x 16.10 x 2.60 cms
Product Classification: Computer science
Ksh 26,100.00
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Presents an overview of recent research and applications in computer system performance for scientific and high performance computing. After a brief introduction to the field of scientific computer performance, this text provides comprehensive coverage of performance measurement and tools, performance modeling, and automatic performance tuning.

With contributions from some of the most notable experts in the field, Performance Tuning of Scientific Applications presents current research in performance analysis. The book focuses on the following areas.





Performance monitoring: Describes the state of the art in hardware and software tools that are commonly used for monitoring and measuring performance and managing large quantities of data



Performance analysis: Discusses modern approaches to computer performance benchmarking and presents results that offer valuable insight into these studies



Performance modeling: Explains how researchers deduce accurate performance models from raw performance data or from other high-level characteristics of a scientific computation



Automatic performance tuning: Explores ongoing research into automatic and semi-automatic techniques for optimizing computer programs to achieve superior performance on any computer platform



Application tuning: Provides examples that show how the appropriate analysis of performance and some deft changes have resulted in extremely high performance





Performance analysis has grown into a full-fledged, sophisticated field of empirical science. Describing useful research in modern performance science and engineering, this book helps real-world users of parallel computer systems to better understand both the performance vagaries arising in scientific applications and the practical means for improving performance.



Read about the book on HPCwire and insideHPC


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