Title :
Wireless video content delivery through coded distributed caching
Author :
Golrezaei, Negin ; Shanmugam, Karthikeyan ; Dimakis, Alexandros G. ; Molisch, Andreas F. ; Caire, Giuseppe
Author_Institution :
Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
We suggest a novel approach to handle the ongoing explosive increase in the demand for video content in mobile devices. We envision femtocell-like base stations, which we call helpers, with weak backhaul links but large storage capabilities. These helpers form a wireless distributed caching network that assists the macro base station by handling requests of popular files that have been cached. We formalize the wireless distributed caching optimization problem for the case that files are encoded using fountain/MDS codes. We express the problem as a convex optimization. By adding additional variables we reduce it to a linear program. On the practical side, we present a detailed simulation of a university campus scenario covered by a single 3GPP LTE R8 cell and several helper nodes using a simplified 802.11n protocol. We use a real campus trace of video requests and show how distributed caching can increase the number of served users by as much as 600-700%.
Keywords :
Long Term Evolution; convex programming; femtocellular radio; linear programming; video communication; campus trace; coded distributed caching; convex optimization; femtocell-like base stations; fountain/MDS codes; linear program; macro base station; mobile devices; simplified 802.11n protocol; single 3GPP LTE R8 cell; storage capabilities; university campus scenario; video requests; weak backhaul links; wireless distributed caching network; wireless distributed caching optimization problem; wireless video content delivery; Base stations; Computer architecture; Delay; OFDM; Optimization; Transmitters; Wireless communication;
Conference_Titel :
Communications (ICC), 2012 IEEE International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4577-2052-9
Electronic_ISBN :
1550-3607
DOI :
10.1109/ICC.2012.6364526