The Datacenter As a Computer: Designing Warehouse-scale Machines (Synthesis Lectures on Computer Architecture)
暫譯: 數據中心作為計算機:設計倉儲規模的機器(計算機架構綜合講座)

Luiz Andre´ Barroso, Urs Ho¨lzle, Parthasarathy Ranganathan

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商品描述

This book describes warehouse-scale computers (WSCs), the computing platforms that power cloud computing and all the great web services we use every day. It discusses how these new systems treat the datacenter itself as one massive computer designed at warehouse scale, with hardware and software working in concert to deliver good levels of internet service performance. The book details the architecture of WSCs and covers the main factors influencing their design, operation, and cost structure, and the characteristics of their software base. Each chapter contains multiple real-world examples, including detailed case studies and previously unpublished details of the infrastructure used to power Google's online services. Targeted at the architects and programmers of today's WSCs, this book provides a great foundation for those looking to innovate in this fascinating and important area, but the material will also be broadly interesting to those who just want to understand the infrastructure powering the internet.

The third edition reflects four years of advancements since the previous edition and nearly doubles the number of pictures and figures. New topics range from additional workloads like video streaming, machine learning, and public cloud to specialized silicon accelerators, storage and network building blocks, and a revised discussion of data center power and cooling, and uptime. Further discussions of emerging trends and opportunities ensure that this revised edition will remain an essential resource for educators and professionals working on the next generation of WSCs.

商品描述(中文翻譯)

這本書描述了倉儲規模計算機(WSCs),這些計算平台驅動著雲計算以及我們每天使用的所有優秀網路服務。書中討論了這些新系統如何將數據中心本身視為一個設計為倉儲規模的巨大計算機,硬體和軟體協同工作,以提供良好的網路服務性能。書中詳細介紹了WSCs的架構,並涵蓋了影響其設計、運作和成本結構的主要因素,以及其軟體基礎的特徵。每一章都包含多個真實世界的例子,包括詳細的案例研究和未曾發表的用於支持Google在線服務的基礎設施的細節。本書針對當今WSCs的架構師和程式設計師,為那些希望在這個迷人且重要的領域中創新的人提供了良好的基礎,但對於那些僅想了解支撐互聯網基礎設施的人來說,這些內容也將廣泛引人入勝。

第三版反映了自上一版以來四年的進展,幾乎將圖片和圖表的數量增加了一倍。新主題涵蓋了額外的工作負載,如視頻串流、機器學習和公共雲,以及專用的矽加速器、存儲和網路構建模塊,並修訂了有關數據中心電力和冷卻、正常運行時間的討論。對新興趨勢和機會的進一步討論確保了這一修訂版將成為教育工作者和專業人士在下一代WSCs上工作的必備資源。