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An optimal Cache management framework for information-centric networks with network coding

  • Jin Wang
  • , Jing Ren
  • , Kejie Lu
  • , Jianping Wang
  • , Shucheng Liu
  • , Cedric Westphal

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

Abstract

The increasing demand for media-rich content has driven many efforts to redesign the Internet architecture. As one of the major 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 which jointly considers caching strategy and content routing. Specifically, we propose a cache management framework for ICNs 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). Under the proposed cache management framework, we formally formulate the problem of minimizing the network bandwidth cost by jointly considering caching strategy and content routing with LNC. We develop an efficient network coding based cache management (NCCM) algorithm to obtain a near-optimal caching and routing solution for ICNs. We further develop a lower bound of the problem and conduct extensive experiments to compare the performance of the NCCM algorithm with the lower bound. Simulation results validate the effectiveness of the NCCM algorithm and framework. © 2014 IFIP.
Original languageEnglish
Title of host publication2014 IFIP Networking Conference, IFIP Networking 2014
PublisherIEEE Computer Society
ISBN (Print)9783901882586
DOIs
Publication statusPublished - 2014
Event2014 IFIP Networking Conference, IFIP Networking 2014 - Trondheim, Norway
Duration: 2 Jun 20144 Jun 2014

Conference

Conference2014 IFIP Networking Conference, IFIP Networking 2014
PlaceNorway
CityTrondheim
Period2/06/144/06/14

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