Fundamental Limits of Wireless Caching Under Mixed Cacheable and Uncacheable Traffic

Hamdi Joudeh, Eleftherios Lampiris, Petros Elia, Giuseppe Caire

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Samenvatting

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 single-transmitter 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 information-theoretic 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.

Originele taal-2Engels
Titel2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's1693-1698
Aantal pagina's6
ISBN van elektronische versie9781728164328
DOI's
StatusGepubliceerd - jun 2020
Extern gepubliceerdJa
Evenement2020 IEEE International Symposium on Information Theory, ISIT 2020 - Los Angeles, Verenigde Staten van Amerika
Duur: 21 jun 202026 jun 2020

Publicatie series

NaamIEEE International Symposium on Information Theory - Proceedings
Volume2020-June
ISSN van geprinte versie2157-8095

Congres

Congres2020 IEEE International Symposium on Information Theory, ISIT 2020
LandVerenigde Staten van Amerika
StadLos Angeles
Periode21/06/2026/06/20

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