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Performance Analysis of Parallel Applications for HPC

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Performance Analysis of Parallel Applications for HPC Jidong Zhai
Libristo kod: 43634462
Nakladnici Springer, Berlin, prosinac 2023
This book presents a hybrid static-dynamic approach for efficient performance analysis of parallel a... Cijeli opis
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This book presents a hybrid static-dynamic approach for efficient performance analysis of parallel applications on HPC systems. Performance analysis is essential to finding performance bottlenecks and understanding the performance behaviors of parallel applications on HPC systems. However, current performance analysis techniques usually incur significant overhead. Our book introduces a series of approaches for lightweight performance analysis.We combine static and dynamic analysis to reduce the overhead of performance analysis. Based on this hybrid static-dynamic approach, we then propose several innovative techniques for various performance analysis scenarios, including communication analysis, memory analysis, noise analysis, computation analysis, and scalability analysis. Through these specific performance analysis techniques, we convey to readers the idea of using static analysis to support dynamic analysis.To gain the most from the book, readers should have a basic grasp of parallel computing, computer architecture, and compilation techniques.

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Informacije o knjizi

Puni naziv Performance Analysis of Parallel Applications for HPC
Autor Jidong Zhai, Yuyang Jin, Wenguang Chen, Weimin Zheng
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2023
Broj stranica 272
EAN 9789819943654
Libristo kod 43634462
Nakladnici Springer, Berlin
Težina 557
Dimenzije 155 x 235

Kategorija

Computing & Information Technology > Computer science > Systems analysis & design
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