Distributed Cooperative Caching for VoD with Geographic Constraints - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Conference Papers Year : 2019

Distributed Cooperative Caching for VoD with Geographic Constraints

Abstract

We consider caching of video streams in a cellular network in which each base station is equipped with a cache. Video streams are partitioned into multiple substreams and the goal is to place substreams in caches such that the residual backhaul load is minimized. We consider two coding mechanisms for the substreams: Layered coding (LC) mechanism and multiple description coding (MDC). We develop a distributed asynchronous algorithm for deciding which files to store in which cache to minimize the residual bandwidth, i.e., the cost for downloading the missing substreams of the user's requested video with a certain video quality from the gateway (i.e., the main server). We show that our algorithm converges rapidly. Finally, we show that MDC partitioning is better than the LC mechanism when the most popular content is stored in caches; however, our algorithm enables to use the LC mechanism as well without any performance loss.
Fichier principal
Vignette du fichier
WiOpt2019FinalVersion.pdf (346.93 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-02132461 , version 1 (17-05-2019)

Identifiers

  • HAL Id : hal-02132461 , version 1

Cite

Konstantin Avrachenkov, Jasper Goseling, Berksan Serbetci. Distributed Cooperative Caching for VoD with Geographic Constraints. WiOpt 2019 - 17th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, Jun 2019, Avignon, France. ⟨hal-02132461⟩
60 View
62 Download

Share

Gmail Facebook X LinkedIn More