Full coded caching gains for cache-less users

Lampiris, Eleftherios; Elia, Petros
ITW 2018, IEEE Information Theory Workshop, 25-29 November 2018, Guangzhou

The  work  identifies  the  performance  limits  of the multiple-input single-output broadcast channel where cache- aided users coincide with users  that do not have caches. The main contribution is a new algorithm that employs perfect matchings on  a bipartite graph to offer full multiplexing as well as full coded-caching gains to both cache-aided as well as cache-less users. This performance is shown to be within a factor of at most  3 from the optimal, under the assumption of linear one- shot schemes. An interesting outcome is the following: starting from a single- stream centralized coded caching  setting with normalized cache size γ, then every addition of an extra transmit antenna allows for  the addition of approximately 1/γ extra cache-less users, at no added delay costs. For example,  starting from a single-stream coded caching setting with γ = 1/100, every addition of a trans- mit  antenna, allows for serving approximately an additional 100 more cache-less users, without any increase in the overall delay. Finally the work reveals the role of multiple antennas in removing the penalties typically associated to cache-size unevenness, as it shows that the performance in  the presence of both cache-less and cache-aided users, matches the optimal (under uncoded cache placement) performance of the corresponding symmetric case where the same cumulative cache volume is split evenly across all users.

 

DOI
Type:
Conférence
City:
Guangzhou
Date:
2018-11-25
Department:
Systèmes de Communication
Eurecom Ref:
5604
Copyright:
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