Energy Efficient High Performance Processors: Recent Approaches for Designing Green High Performance Computing (Computer Architecture and Design Methodologies)
暫譯: 能源效率高效能處理器:設計綠色高效能計算的最新方法(計算機架構與設計方法論)

Jawad Haj-Yahya, Avi Mendelson, Yosi Ben Asher, Anupam Chattopadhyay

  • 出版商: Springer
  • 出版日期: 2018-04-04
  • 售價: $5,260
  • 貴賓價: 9.5$4,997
  • 語言: 英文
  • 頁數: 165
  • 裝訂: Hardcover
  • ISBN: 9811085536
  • ISBN-13: 9789811085536
  • 海外代購書籍(需單獨結帳)

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商品描述

This book explores energy efficiency techniques for high-performance computing (HPC) systems using power-management methods. Adopting a step-by-step approach, it describes power-management flows, algorithms and mechanism that are employed in modern processors such as Intel Sandy Bridge, Haswell, Skylake and other architectures (e.g. ARM). Further, it includes practical examples and recent studies demonstrating how modem processors dynamically manage wide power ranges, from a few milliwatts in the lowest idle power state, to tens of watts in turbo state. Moreover, the book explains how thermal and power deliveries are managed in the context this huge power range.
 
The book also discusses the different metrics for energy efficiency, presents several methods and applications of the power and energy estimation, and shows how by using innovative power estimation methods and new algorithms modern processors are able to optimize metrics such as power, energy, and performance. Different power estimation tools are presented, including tools that break down the power consumption of modern processors at sub-processor core/thread granularity. The book also investigates software, firmware and hardware coordination methods of reducing power consumption, for example a compiler-assisted power management method to overcome power excursions. Lastly, it examines firmware algorithms for dynamic cache resizing and dynamic voltage and frequency scaling (DVFS) for memory sub-systems.

商品描述(中文翻譯)

這本書探討了高效能計算(HPC)系統的能源效率技術,使用電源管理方法。採用逐步的方法,描述了在現代處理器中使用的電源管理流程、演算法和機制,例如 Intel Sandy Bridge、Haswell、Skylake 及其他架構(例如 ARM)。此外,書中還包括實際範例和最近的研究,展示了現代處理器如何動態管理廣泛的功率範圍,從最低閒置功率狀態的幾毫瓦到渦輪狀態下的數十瓦。此外,書中解釋了在這個巨大功率範圍內如何管理熱量和電力供應。

本書還討論了能源效率的不同指標,介紹了幾種功率和能量估算的方法和應用,並展示了如何通過使用創新的功率估算方法和新演算法,使現代處理器能夠優化功率、能量和性能等指標。書中介紹了不同的功率估算工具,包括能夠在子處理器核心/執行緒粒度下細分現代處理器功耗的工具。書中還研究了減少功耗的軟體、韌體和硬體協調方法,例如一種編譯器輔助的電源管理方法,以克服功率波動。最後,書中探討了動態快取調整和動態電壓與頻率調整(DVFS)在記憶體子系統中的韌體演算法。

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