TY - GEN
T1 - Fundamental limits on latency in small-cell caching systems
T2 - 59th IEEE Global Communications Conference, GLOBECOM 2016
AU - Azimi, Seyyed Mohammadreza
AU - Simeone, Osvaldo
AU - Tandon, Ravi
N1 - Publisher Copyright:
© 2016 IEEE.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2016
Y1 - 2016
N2 - Caching of popular multimedia content at small-cell base stations (BSs) is a promising solution to reduce the traffic load of macro-BSs without relying on a high-speed backhaul architecture. While most prior work analyzed the effect of smallcell caching, or femto-caching, under the assumption of negligible interference between macro-BS and small-cell BS, this paper contributes to a more recent line of work in which the benefits of caching are reconsidered in the presence of interference on the downlink channel. In particular, a binary fading one-sided interference channel is considered in which the small-cell BS, whose transmission is interfered by the macro-BS, has a limitedcapacity cache. An information-theoretic metric that captures the delivery latency is defined and fully characterized through information-theoretic achievability and converse arguments as a function of the cache capacity, as well as of the capacity of the backhaul link connecting cloud and small-cell BS.
AB - Caching of popular multimedia content at small-cell base stations (BSs) is a promising solution to reduce the traffic load of macro-BSs without relying on a high-speed backhaul architecture. While most prior work analyzed the effect of smallcell caching, or femto-caching, under the assumption of negligible interference between macro-BS and small-cell BS, this paper contributes to a more recent line of work in which the benefits of caching are reconsidered in the presence of interference on the downlink channel. In particular, a binary fading one-sided interference channel is considered in which the small-cell BS, whose transmission is interfered by the macro-BS, has a limitedcapacity cache. An information-theoretic metric that captures the delivery latency is defined and fully characterized through information-theoretic achievability and converse arguments as a function of the cache capacity, as well as of the capacity of the backhaul link connecting cloud and small-cell BS.
KW - Cloud RAN
KW - Edge caching
KW - Information theory
KW - Interference channel
KW - Latency
UR - http://www.scopus.com/inward/record.url?scp=85015429573&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85015429573&partnerID=8YFLogxK
U2 - 10.1109/GLOCOM.2016.7841853
DO - 10.1109/GLOCOM.2016.7841853
M3 - Conference contribution
AN - SCOPUS:85015429573
T3 - 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings
BT - 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 4 December 2016 through 8 December 2016
ER -