Programming multicore and many-core computing systems (Wiley Series on Parallel and Distributed Computing)
Sabri Pllana (Editor), Fatos Xhafa (Editor)
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商品描述
Programming multi-core and many-core computing systems
Sabri Pllana, Linnaeus University, Sweden
Fatos Xhafa, Technical University of Catalonia, Spain
Provides state-of-the-art methods for programming multi-core and many-core systems
The book comprises a selection of twenty two chapters covering: fundamental techniques and algorithms; programming approaches; methodologies and frameworks; scheduling and management; testing and evaluation methodologies; and case studies for programming multi-core and many-core systems.
Program development for multi-core processors, especially for heterogeneous multi-core processors, is significantly more complex than for single-core processors. However, programmers have been traditionally trained for the development of sequential programs, and only a small percentage of them have experience with parallel programming. In the past, only a relatively small group of programmers interested in High Performance Computing (HPC) was concerned with the parallel programming issues, but the situation has changed dramatically with the appearance of multi-core processors on commonly used computing systems. It is expected that with the pervasiveness of multi-core processors, parallel programming will become mainstream.
The pervasiveness of multi-core processors affects a large spectrum of systems, from embedded and general-purpose, to high-end computing systems. This book assists programmers in mastering the efficient programming of multi-core systems, which is of paramount importance for the software-intensive industry towards a more effective product-development cycle.
Key features:
- Lessons, challenges, and roadmaps ahead.
- Contains real world examples and case studies.
- Helps programmers in mastering the efficient programming of multi-core and many-core systems.
The book serves as a reference for a larger audience of practitioners, young researchers and graduate level students. A basic level of programming knowledge is required to use this book.
商品描述(中文翻譯)
《多核和多核計算系統的程式設計》
薩布里·普拉納(瑞典林奈大學)
法托斯·夏法(西班牙加泰羅尼亞理工大學)
提供了最先進的多核和多核系統程式設計方法。
本書包含了22個章節,涵蓋了基本技術和演算法、程式設計方法、方法論和框架、排程和管理、測試和評估方法,以及多核和多核系統程式設計的案例研究。
對於多核處理器的程式開發,特別是異質多核處理器,相較於單核處理器更為複雜。然而,程式設計師傳統上只接受過順序程式開發的訓練,只有少數人有並行程式設計的經驗。過去,只有少數對高性能計算(HPC)感興趣的程式設計師關注並行程式設計問題,但隨著多核處理器在常用計算系統上的出現,情況已經發生了巨大變化。預計隨著多核處理器的普及,並行程式設計將成為主流。
多核處理器的普及影響著從嵌入式和通用型到高端計算系統的各種系統。本書幫助程式設計師掌握高效的多核系統程式設計,這對於軟體密集型產業實現更有效的產品開發週期至關重要。
主要特點:
- 教訓、挑戰和前景。
- 包含真實世界的例子和案例研究。
- 幫助程式設計師掌握高效的多核和多核系統程式設計。
本書可作為更廣泛的實踐者、年輕研究人員和研究生的參考。使用本書需要基本的程式設計知識。