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

3 Citaten (Scopus)

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)
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's1693-1698
Aantal pagina's6
ISBN van elektronische versie978-1-7281-6432-8
DOI's
StatusGepubliceerd - 24 aug. 2020
Extern gepubliceerdJa
Evenement2020 IEEE International Symposium on Information Theory, ISIT 2020 - Los Angeles, Verenigde Staten van Amerika
Duur: 21 jun. 202026 jun. 2020

Congres

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

Financiering

The work is supported by the European Research Council under the ERC grant agreement N. 789190 (project CARENET), and the ERC grant agreement N. 725929 (project DUALITY).

FinanciersFinanciernummer
European Union’s Horizon Europe research and innovation programme725929, 789190
European Research Council

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