A minimum cost cache management framework for information-centric networks with network coding

In recent years, the increasing demand for media-rich content has driven many efforts to redesign the Internet architecture. As one of the main candidates, information-centric network(ICN) has attracted significant attention, where in-network cache is a key component in different ICN architectures....

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Vydáno v:Computer networks (Amsterdam, Netherlands : 1999) Ročník 110; s. 1 - 17
Hlavní autoři: Wang, Jin, Ren, Jing, Lu, Kejie, Wang, Jianping, Liu, Shucheng, Westphal, Cedric
Médium: Journal Article
Jazyk:angličtina
Vydáno: Amsterdam Elsevier B.V 09.12.2016
Elsevier Sequoia S.A
Témata:
Algorithms
Bandwidth cost
Bandwidths
Cache
Cache cost
Cache management
Caching
Candidates
Coding
Coding standards
Computer networks
Computer simulation
Costs
Experiments
Frame analysis
Information management
Information-centric network
Internet
Linear network coding
Lower bounds
Management
Memory management
Minimum cost
Networking
Networks
Optimization
Redesign
Routing (telecommunications)
Simulation
Software
Strategies
Strategy
Studies
Bandwidth cost
Information-centric network
Cache management
Linear network coding
Cache cost
ISSN:1389-1286, 1872-7069
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Shrnutí:In recent years, the increasing demand for media-rich content has driven many efforts to redesign the Internet architecture. As one of the main candidates, information-centric network(ICN) has attracted significant attention, where in-network cache is a key component in different ICN architectures. In this paper, we propose a novel framework for optimal cache management in ICNs that jointly considers caching strategy and content routing. Specifically, our framework is based on software-defined networking (SDN) where a controller is responsible for determining the optimal caching strategy and content routing via linear network coding (LNC). For the proposed cache management framework, we first formulate an optimization problem to minimize the network bandwidth cost and cache cost by jointly considering caching strategy and content routing with LNC. We then develop an efficient network coding based cache management (NCCM) algorithm to obtain a near-optimal caching and routing solution for ICNs. We further derive the upper and lower bounds of the problem and conduct extensive experiments to compare the performance of the NCCM algorithm with these bounds. Simulation results validate the effectiveness of the NCCM algorithm and the framework.
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ISSN:1389-1286
1872-7069
DOI:10.1016/j.comnet.2016.08.004