Paper Info
Title
Coded Caching Design For Fog-Aided Networks
Abstract
Coded caching for fog-aided networks is an inspiring technology in the next-generation wireless networks. We study the cache placement and delivery problems for fog networks which can be considered as the two-hop networks. A novel centralized caching scheme and a novel decentralized caching scheme are proposed for two-hop networks of one server, multiple relays and users. Based on the file splitting method and the maximum distance separable (MDS) codes, the coded placement and delivery procedures for two-hop networks are designed. Numerical evaluations show that the proposed schemes can decrease the transmission load and alleviate network congestion. The impact of the cache memories to the transmission time for the parallel delivery and successive delivery is analyzed in detail. We prove that the centralized scheme always outperforms the decentralized scheme for both the parallel delivery and the successive delivery. The parallel delivery is much more effective than successive delivery for centralized as well as decentralized caching schemes considering the delivery latency. With the increase in memories of relays and users, the transmission load decreases gradually. Moreover, when the total memory of the user and its connected relays is able to store the file library, there is no need for the server in the delivery phase.
Year
DOI
Venue
2021
10.1016/j.comnet.2021.108237
COMPUTER NETWORKS
Keywords
DocType
Volume
Fog computing, Coded caching, Centralized caching, Decentralized caching, Parallel delivery, Successive delivery
Journal
196
ISSN
Citations 
PageRank 
1389-1286
0
0.34
References 
Authors
0
3
Name
Order
Citations
PageRank
Rong Sun1389.29
Huihui Zheng200.68
Jingwei Liu32010.65