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Beautiful Data
book

Beautiful Data

by Toby Segaran, Jeff Hammerbacher
July 2009
Beginner to intermediate
384 pages
12h 56m
English
O'Reilly Media, Inc.
Content preview from Beautiful Data

Chapter 4. Cloud Storage Design in a PNUTShell

Brian F. Cooper

Raghu Ramakrishnan

Utkarsh Srivastava

Introduction

YAHOO! RUNS SOME OF THE WORLD'S MOST POPULAR WEBSITES, AND EVERY MONTH OVER HALF A BILLION people visit those sites. These websites are powered by database infrastructures that store user profiles, photos, restaurant reviews, blog posts, and a remarkable array of other kinds of data. Yahoo! has developed and deployed mature, stable database architectures to support its sites, and to provide low-latency access to data so that pages load quickly.

Unfortunately, these systems suffer from some important limitations. First, adding system capacity is often difficult, requiring months of planning and data reorganization, and impacting the quality of service experienced by applications during the transition. Some systems have a hard upper limit on the scale they can support, even if sufficient hardware were to be added. Second, many systems were designed a long time ago, with a single datacenter in mind. Since then, Yahoo! has grown to a global brand with a large user base spread all over the world. To provide these users with a good experience, we have to replicate data to be close to them so that their pages load quickly. Since the database systems did not provide global replication as a built-in feature, applications had to build it themselves, resulting in complex application logic and brittle infrastructure. Because of all the effort required to deploy a large-scale, geographically ...

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Publisher Resources

ISBN: 9780596801656Catalog PageErrata