Performance Analysis of Parallel Applications for HPC is popular PDF and ePub book, written by Jidong Zhai in 2023-09-09, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Performance Analysis of Parallel Applications for HPC can be Read Online from any device for your convenience.
Performance Analysis of Parallel Applications for HPC Book PDF Summary
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.
Detail Book of Performance Analysis of Parallel Applications for HPC PDF
- Author : Jidong Zhai
- Release : 09 September 2023
- Publisher : Springer Nature
- ISBN : 9789819943661
- Genre : Computers
- Total Page : 259 pages
- Language : English
- PDF File Size : 8,9 Mb
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