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商品コード: 9781680837032

Cache Optimization Models and Algorithms

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書名

Cache Optimization Models and Algorithms
シリーズ名 Foundations and Trends in Communications and Information Theory (Vol. 16, Issue 3-4 )
著者・編者 Paschos, G. et al.
出版社/発行元 Now publishers
発行年/月 2020年7月   
装丁 電子ブック
ページ数/巻数 210 ページ
ISBN 978-1-68083-703-2

 


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Description

 

Caching refers to the act of replicating information at a faster (or closer) medium with the purpose of improving performance. This deceptively simple idea has given rise to some of the hardest optimization problems in the fields of computer systems, networking, and the Internet; many of which remain unsolved several years after their conception. While a wealth of research contributions exists from the topics of memory systems, data centers, Internet traffic, CDNs, and recently wireless networks, the literature is dispersed and overlapping at times.

In this monograph, the authors focus on the fundamental underlying mathematical models, into a powerful framework for performing optimization of caching systems. In doing so they the present the reader with a solid background for the anticipated explosion in caching research, and provide a didactic view into how engineers have managed to infuse mathematical models into the study of caching over the last 40 years.

Written by leading researchers from academia and industry, this monograph provides students, researchers and practicing engineers with a concise introduction to challenges and solutions for implementing caching in modern computing systems.

 

Contents:

 

1. Introduction
2. Content Popularity
3. Cache Eviction Policies
4. Caching Networks
5. Online Bipartite Caching
6. Online Bipartite Caching
Acknowledgments
References

 

 

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