Cache Replacement Policies
暫譯: 快取替換政策

Jain, Akanksha, Lin, Calvin, Enright Jerger, Natalie

  • 出版商: Morgan & Claypool
  • 出版日期: 2019-06-19
  • 售價: $1,600
  • 貴賓價: 9.5$1,520
  • 語言: 英文
  • 頁數: 87
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1681735768
  • ISBN-13: 9781681735764
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book summarizes the landscape of cache replacement policies for CPU data caches.

The emphasis is on algorithmic issues, so the authors start by defining a taxonomy that places previous policies into two broad categories, which they refer to as coarse-grained and fine-grained policies. Each of these categories is then divided into three subcategories that describe different approaches to solving the cache replacement problem, along with summaries of significant work in each category. Richer factors, including solutions that optimize for metrics beyond cache miss rates, that are tailored to multi-core settings, that consider interactions with prefetchers, and that consider new memory technologies, are then explored. The book concludes by discussing trends and challenges for future work. This book, which assumes that readers will have a basic understanding of computer architecture and caches, will be useful to academics and practitioners across the field.

商品描述(中文翻譯)

這本書總結了 CPU 數據快取的快取替換政策的全貌。

重點在於算法問題,因此作者首先定義了一個分類法,將先前的政策分為兩個廣泛的類別,稱為粗粒度政策和細粒度政策。這兩個類別各自再細分為三個子類別,描述解決快取替換問題的不同方法,並總結了每個類別中的重要工作。接著探討了更豐富的因素,包括針對快取未命中率以外的指標進行優化的解決方案、適用於多核心環境的解決方案、考慮與預取器的互動的解決方案,以及考慮新記憶體技術的解決方案。書中最後討論了未來工作的趨勢和挑戰。本書假設讀者對計算機架構和快取有基本的理解,將對學術界和業界的從業者都具有實用價值。