Performance Tuning of Scientific Applications (Hardcover)

David H. Bailey, Robert F. Lucas, Samuel Williams

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商品描述

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

商品描述(中文翻譯)

由該領域中一些最著名的專家共同貢獻,科學應用的性能調優介紹了性能分析的最新研究。本書重點關注以下領域。

性能監控:描述了硬件和軟件工具的最新技術,這些工具通常用於監控和測量性能,以及管理大量數據。

性能分析:討論了現代計算機性能基準測試的方法,並提供有價值的研究結果。

性能建模:解釋了研究人員如何從原始性能數據或科學計算的其他高級特徵中推斷出準確的性能模型。

自動性能調優:探討了自動和半自動技術優化計算機程序以在任何計算機平台上實現卓越性能的持續研究。

應用調優:提供了示例,展示了通過適當的性能分析和巧妙的改變所獲得的極高性能。

性能分析已發展成為一門成熟的實證科學領域。本書描述了現代性能科學和工程的有用研究,幫助實際使用並行計算系統的用戶更好地理解科學應用中出現的性能變異以及改善性能的實際方法。

在HPCwire和insideHPC上閱讀有關本書的內容。