Graduate School and Research Center in Digital Sciences

Fundamental limits of wireless caching under mixed cacheable and uncacheable traffic

Joudeh, Hamdi; Lampiris, Eleftherios; Elia, Petros; Caire, Giuseppe

ISIT 2020, IEEE International Symposium on Information Theory, 21-26 June 2020, Los Angeles, CA, USA (Virtual Conference)

We consider cache-aided wireless communication scenarios where each user requests both a file from an a-priori generated cacheable library (referred to as ‘content’), and an uncacheable ‘non-content’ message generated at the start of the communication session. This scenario is easily found in real-world wireless networks, where the two types of traffic coexist and share limited radio resources. We focus our investigation on singletransmitter wireless networks with cache-aided receivers, where the wireless channel is modelled by a degraded Gaussian broadcast channel (GBC). For this setting, we study the (normalized) delay-rate trade-off, which characterizes the content delivery time and non-content communication rates that can be achieved simultaneously. We propose a scheme based on the separation principle, which isolates the coded caching problem from the physical layer transmission problem, and prove its informationtheoretic order optimality up to a multiplicative factor of 2:01. A key insight emerging from our scheme is that substantial amounts of non-content traffic can be communicated while maintaining the minimum content delivery time, achieved in the absence of non-content messages; compliments of ‘topological holes’ arising from asymmetries in wireless channel gains.

Document Arxiv Bibtex

Title:Fundamental limits of wireless caching under mixed cacheable and uncacheable traffic
Type:Conference
Language:English
City:Los Angeles
Country:UNITED STATES
Date:
Department:Communication systems
Eurecom ref:6181
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Bibtex: @inproceedings{EURECOM+6181, year = {2020}, title = {{F}undamental limits of wireless caching under mixed cacheable and uncacheable traffic}, author = {{J}oudeh, {H}amdi and {L}ampiris, {E}leftherios and {E}lia, {P}etros and {C}aire, {G}iuseppe}, booktitle = {{ISIT} 2020, {IEEE} {I}nternational {S}ymposium on {I}nformation {T}heory, 21-26 {J}une 2020, {L}os {A}ngeles, {CA}, {USA} ({V}irtual {C}onference)}, address = {{L}os {A}ngeles, {UNITED} {STATES}}, month = {02}, url = {http://www.eurecom.fr/publication/6181} }
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