Coded Caching in Multi-server System with Random Topology
Abstract
Cache-aided content delivery is studied in a multi-server system with servers and users, each equipped with a local cache memory. In the delivery phase, each user connects randomly to any out of servers. Thanks to the availability of multiple servers, which model small-cell base stations (SBSs), demands can be satisfied with reduced storage capacity at each server and reduced delivery rate per server; however, this also leads to reduced multicasting opportunities compared to the single-server scenario. A joint storage and proactive caching scheme is proposed, which exploits coded storage across the servers, uncoded cache placement at the users, and coded delivery. The delivery \textit{latency} is studied for both \textit{successive} and \textit{parallel} transmissions from the servers. It is shown that, with successive transmissions the achievable average delivery latency is comparable to the one achieved in the single-server scenario, while the gap between the two depends on , the available redundancy across the servers, and can be reduced by increasing the storage capacity at the SBSs. The optimality of the proposed scheme with uncoded cache placement and MDS-coded server storage is also proved for successive transmissions.
Cite
@article{arxiv.2003.05058,
title = {Coded Caching in Multi-server System with Random Topology},
author = {Nitish Mital and Deniz Gunduz and Cong Ling},
journal= {arXiv preprint arXiv:2003.05058},
year = {2020}
}
Comments
21 pages. Under review in Transactions on Communications. Partially presented in IEEE WCNC 2018. arXiv admin note: text overlap with arXiv:1712.00649