Title
Learning to Cache: Federated Caching in a Cellular Network With Correlated Demands
Abstract
In this paper, the problem of distributed content caching in a small-cell Base Stations (sBSs) wireless network that maximizes the cache hit performance is considered. Most of the existing works consider static demands, however, here, data at each sBS is considered to be correlated across time and sBSs. Federated learning (FL) based caching strategy is proposed which is assumed to be a weighted co...
Year
DOI
Venue
2022
10.1109/TCOMM.2021.3132048
IEEE Transactions on Communications
Keywords
DocType
Volume
Heuristic algorithms,Optimization,Wireless networks,Minimization,Distributed databases,Cellular networks,Base stations
Journal
70
Issue
ISSN
Citations 
3
0090-6778
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
S. Krishnendu100.34
B. N. Bharath200.34
Navneet Garg3189.27
Vimal Bhatia413445.36
Tharmalingam Ratnarajah51035104.27