Graduate School and Research Center in Digital Sciences

A swiss army knife for dynamic caching in small cell networks

Neglia, Giovanni; Leonardi, Emilio; Ricardo, Guilherme I; Spyropoulos, Thrasyvoulos

Submitted to IEEE Transactions on Networking, 21 December 2019

We consider a dense cellular network, in which a limited-size cache is available at every base station (BS). Coordinating content allocation across the different caches can lead to significant performance gains, but is a difficult problem even when full information about the network and the request process is available. In this paper we present qLRU-∆, a general-purpose dynamic caching policy that can be tailored to optimize different performance metrics also in presence of coordinated multipoint transmission techniques. The policy requires neither direct communication among BSs, nor a priori knowledge of content popularity and, under stationary request processes, has provable performance guarantees.

Arxiv Bibtex

Title:A swiss army knife for dynamic caching in small cell networks
Type:Journal
Language:English
City:
Date:
Department:Communication systems
Eurecom ref:6143
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Bibtex: @article{EURECOM+6143, year = {2019}, month = {12}, title = {{A} swiss army knife for dynamic caching in small cell networks}, author = {{N}eglia, {G}iovanni and {L}eonardi, {E}milio and {R}icardo, {G}uilherme {I} and {S}pyropoulos, {T}hrasyvoulos}, journal = {{S}ubmitted to {IEEE} {T}ransactions on {N}etworking, 21 {D}ecember 2019}, url = {http://www.eurecom.fr/publication/6143} }
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