[en] Fast growth of Internet content and availability of electronic devices such as smart phones and laptops has created an explosive content demand. As one of the 5G technology enablers, caching is a promising technique to off-load the network backhaul and reduce the content delivery delay. Satellite communications provides immense area coverage and high data rate, hence, it can be used for large-scale content placement in the caches. In this work, we propose using hybrid mono/multi-beam satellite-terrestrial backhaul network for off-line edge caching of cellular base stations in order to reduce the traffic of terrestrial network. The off-line caching approach is comprised of content placement and content delivery phases. The content placement phase is performed based on local and global content popularities assuming that the content popularity follows Zipf-like distribution. In addition, we propose an approach to generate local content popularities based on a reference Zipf-like distribution to keep the correlation of content popularity. Simulation results show that the hybrid satellite-terrestrial architecture considerably reduces the content placement time while sustaining the cache hit ratio quite close to the upper-bound compared to the satellite-only method.
Disciplines :
Ingénierie électrique & électronique
Auteur, co-auteur :
Kalantari, Ashkan
Fittipaldi, Marilena
CHATZINOTAS, Symeon ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
VU, Thang Xuan ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
OTTERSTEN, Björn ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Co-auteurs externes :
yes
Langue du document :
Anglais
Titre :
Cache-Assisted Hybrid Satellite-Terrestrial Backhauling for 5G Cellular Networks
Date de publication/diffusion :
décembre 2017
Nom de la manifestation :
IEEE Global Communications Conference
Organisateur de la manifestation :
IEEE
Lieu de la manifestation :
Singapore, Singapour
Date de la manifestation :
from 4-12-2017 to 8-12-2017
Titre du périodique :
Proceedings of IEEE Global Communications Conference