Performance Analysis of Parallel Applications for HPC
Zhai, Jidong, Jin, Yuyang, Chen, Wenguang, Zheng, Weimin
Produktnummer:
18386100f699ad486eb9a6de6555d756e6
| Autor: | Chen, Wenguang Jin, Yuyang Zhai, Jidong Zheng, Weimin |
|---|---|
| Themengebiete: | HPC High Performance Computing Parallel Computing Performance Analysis Static Analysis |
| Veröffentlichungsdatum: | 10.09.2023 |
| EAN: | 9789819943654 |
| Sprache: | Englisch |
| Seitenzahl: | 256 |
| Produktart: | Gebunden |
| Verlag: | Springer Singapore |
Produktinformationen "Performance Analysis of Parallel Applications for HPC"
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 basicgrasp of parallel computing, computer architecture, and compilation techniques.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen