DocumentCode
579089
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
fYear
2012
fDate
10-15 June 2012
Firstpage
2467
Lastpage
2472
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (ICC), 2012 IEEE International Conference on
Conference_Location
Ottawa, ON
ISSN
1550-3607
Print_ISBN
978-1-4577-2052-9
Electronic_ISBN
1550-3607
Type
conf
DOI
10.1109/ICC.2012.6364526
Filename
6364526
Link To Document