Cache Optimization Models and Algorithms

Author:   Georgios Paschos ,  George Iosifidis ,  Giuseppe Caire
Publisher:   now publishers Inc
ISBN:  

9781680837025


Pages:   204
Publication Date:   20 August 2020
Format:   Paperback
Availability:   In Print   Availability explained
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Cache Optimization Models and Algorithms


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Overview

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.

Full Product Details

Author:   Georgios Paschos ,  George Iosifidis ,  Giuseppe Caire
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Dimensions:   Width: 15.60cm , Height: 1.40cm , Length: 23.40cm
Weight:   0.294kg
ISBN:  

9781680837025


ISBN 10:   1680837028
Pages:   204
Publication Date:   20 August 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

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

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