TY - GEN
T1 - Centralized coded caching with heterogeneous cache sizes
AU - Ibrahim, Abdelrahman M.
AU - Zewail, Ahmed A.
AU - Yener, Aylin
PY - 2017/5/10
Y1 - 2017/5/10
N2 - Coded caching can improve fundamental limits of communication, utilizing storage memory at individual users. This paper considers a centralized coded caching system, introducing heterogeneous cache sizes at the users, i.e., the users' cache memories are of different size. The goal is to design cache placement and delivery policies that minimize the worst-case delivery load on the server. To that end, the paper proposes an optimization framework for cache placement and delivery schemes which explicitly accounts for the heterogeneity of the cache sizes. We also characterize explicitly the optimal caching scheme, for the case where the sum of the users' cache sizes is smaller than or equal to the library size.
AB - Coded caching can improve fundamental limits of communication, utilizing storage memory at individual users. This paper considers a centralized coded caching system, introducing heterogeneous cache sizes at the users, i.e., the users' cache memories are of different size. The goal is to design cache placement and delivery policies that minimize the worst-case delivery load on the server. To that end, the paper proposes an optimization framework for cache placement and delivery schemes which explicitly accounts for the heterogeneity of the cache sizes. We also characterize explicitly the optimal caching scheme, for the case where the sum of the users' cache sizes is smaller than or equal to the library size.
UR - http://www.scopus.com/inward/record.url?scp=85019767570&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85019767570&partnerID=8YFLogxK
U2 - 10.1109/WCNC.2017.7925535
DO - 10.1109/WCNC.2017.7925535
M3 - Conference contribution
AN - SCOPUS:85019767570
T3 - IEEE Wireless Communications and Networking Conference, WCNC
BT - 2017 IEEE Wireless Communications and Networking Conference, WCNC 2017 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2017 IEEE Wireless Communications and Networking Conference, WCNC 2017
Y2 - 19 March 2017 through 22 March 2017
ER -