作为计算机的数据中心:设计仓库规模的机器,第三版

L. Barroso, Urs Hölzle, Parthasarathy Ranganathan
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引用次数: 123

摘要

这本书描述了仓库级计算机(WSCs)、为云计算提供动力的计算平台以及我们每天使用的所有伟大的web服务。它讨论了这些新系统如何将数据中心本身视为一个以仓库规模设计的大型计算机,硬件和软件协同工作以提供高水平的互联网服务性能。本书详细介绍了wsc的体系结构,并涵盖了影响其设计、操作和成本结构的主要因素,以及其软件基础的特点。每一章都包含多个真实世界的例子,包括详细的案例研究和以前未发表的用于支持谷歌在线服务的基础设施的细节。本书以当今wsc的架构师和程序员为目标,为那些希望在这个迷人而重要的领域进行创新的人提供了一个很好的基础,但对于那些只想了解驱动互联网的基础设施的人来说,本书的材料也很有趣。第三版比上一版进步了4年,图片和数字几乎增加了一倍。新的主题范围从视频流、机器学习和公共云等额外工作负载到专门的硅加速器、存储和网络构建块,以及对数据中心电源和冷却以及正常运行时间的修订讨论。对新趋势和机遇的进一步讨论确保了本修订版仍将是从事下一代《世界文化指南》工作的教育工作者和专业人士的重要资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Datacenter as a Computer: Designing Warehouse-Scale Machines, Third Edition
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 Each chapter contains multiple real-world examples, including detailed case studies and previously unpublished details of the infrastructure used to power Google's online services.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.
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CiteScore
3.70
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