High Performance Datacenter Networks: Architectures, Algorithms, & Opportunities (Synthesis Lectures on Computer Architecture)
暫譯: 高效能資料中心網路:架構、演算法與機會(計算機架構綜合講座)

Dennis Abts, John Kim

  • 出版商: Morgan & Claypool
  • 出版日期: 2011-03-11
  • 售價: $1,460
  • 貴賓價: 9.5$1,387
  • 語言: 英文
  • 頁數: 116
  • 裝訂: Paperback
  • ISBN: 1608454029
  • ISBN-13: 9781608454020
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

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商品描述

Datacenter networks provide the communication substrate for large parallel computer systems that form the ecosystem for high performance computing (HPC) systems and modern Internet applications. The design of new datacenter networks is motivated by an array of applications ranging from communication intensive climatology, complex material simulations and molecular dynamics to such Internet applications as Web search, language translation, collaborative Internet applications, streaming video and voice-over-IP. For both Supercomputing and Cloud Computing the network enables distributed applications to communicate and interoperate in an orchestrated and efficient way. This book describes the design and engineering tradeoffs of datacenter networks. It describes interconnection networks from topology and network architecture to routing algorithms, and presents opportunities for taking advantage of the emerging technology trends that are influencing router microarchitecture. With the emergence of "many-core" processor chips, it is evident that we will also need "many-port" routing chips to provide a bandwidth-rich network to avoid the performance limiting effects of Amdahl's Law. We provide an overview of conventional topologies and their routing algorithms and show how technology, signaling rates and cost-effective optics are motivating new network topologies that scale up to millions of hosts. The book also provides detailed case studies of two high performance parallel computer systems and their networks. Table of Contents: Introduction / Background / Topology Basics / High-Radix Topologies / Routing / Scalable Switch Microarchitecture / System Packaging / Case Studies / Closing Remarks

商品描述(中文翻譯)

數據中心網路為大型平行計算系統提供了通信基礎設施,這些系統構成了高效能計算(HPC)系統和現代互聯網應用的生態系統。新數據中心網路的設計受到多種應用的驅動,這些應用範圍從通信密集型的氣候學、複雜材料模擬和分子動力學,到互聯網應用如網頁搜尋、語言翻譯、協作互聯網應用、串流視頻和網路電話(VoIP)。對於超級計算和雲計算,網路使得分散式應用能夠以協調和高效的方式進行通信和互操作。

本書描述了數據中心網路的設計和工程權衡。它從拓撲和網路架構到路由演算法,描述了互連網路,並展示了如何利用影響路由器微架構的新興技術趨勢。隨著「多核心」處理器晶片的出現,顯然我們也需要「多埠」路由晶片,以提供帶寬豐富的網路,避免阿姆達爾法則(Amdahl's Law)所帶來的性能限制。我們提供了傳統拓撲及其路由演算法的概述,並展示了技術、信號速率和具成本效益的光學技術如何促使新的網路拓撲,這些拓撲能擴展到數百萬個主機。本書還提供了兩個高效能平行計算系統及其網路的詳細案例研究。

目錄:引言 / 背景 / 拓撲基礎 / 高基數拓撲 / 路由 / 可擴展交換機微架構 / 系統包裝 / 案例研究 / 結語