Performance Analysis of Parallel Applications for HPC
Jidong Zhai, Yuyang Jin, Wenguang Chen, Weimin Zheng
Informasi Umum
Kode
24.21.1700
Klasifikasi
003.3 - Computer science- system- computer modeling and simulation
Jenis
Buku - Elektronik (E-Book)
Subjek
Computer Applications
No. Rak
Tel-U Gedung Manterawu Lantai 5 : Rak 1
Tel-U Purwokerto : Rak 1
Dilihat
155 kali
Informasi Lainnya
Abstraksi
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.
Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
Anda harus log in untuk mengakses flippingbook
Pengarang
| Nama | Jidong Zhai, Yuyang Jin, Wenguang Chen, Weimin Zheng |
| Jenis | Perorangan |
| Penyunting | |
| Penerjemah |
Penerbit
| Nama | Springer Nature Singapore |
| Kota | Singapore |
| Tahun | 2023 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 1.000,00 |
| Jenis | Non-Sirkulasi |
