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Cache Subsidies for an Optimal Memory for Bandwidth Tradeoff in the Access Network.

Authors :
Ahmadi, Mahdieh
Roberts, James
Leonardi, Emilio
Movaghar, Ali
Source :
IEEE Journal on Selected Areas in Communications; Apr2020, Vol. 38 Issue 4, p736-749, 14p
Publication Year :
2020

Abstract

While the cost of the access network could be considerably reduced by the use of caching, this is not currently happening because content providers (CPs), who alone have the detailed demand data required for optimal content placement, have no natural incentive to use them to minimize access network operator (ANO) expenditure. We argue that ANOs should therefore provide such an incentive in the form of direct subsidies paid to the CPs in proportion to the realized savings. We apply coalition game theory to design the required subsidy framework and propose a distributed algorithm, based on Lagrangian decomposition, allowing ANOs and CPs to collectively realize the optimal memory for bandwidth tradeoff. The considered access network is a cache hierarchy with per-CP central office caches, accessed by all ANOs, at the apex, and per-ANO dedicated bandwidth and storage resources at the lower levels, including wireless base stations, that must be shared by multiple CPs. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
07338716
Volume :
38
Issue :
4
Database :
Complementary Index
Journal :
IEEE Journal on Selected Areas in Communications
Publication Type :
Academic Journal
Accession number :
143000643
Full Text :
https://doi.org/10.1109/JSAC.2020.2971806