DocumentCode :
3768543
Title :
Proactive wireless caching at mobile user devices for energy efficiency
Author :
Arif Can G?ng?r;Deniz G?nd?z
Author_Institution :
Department of Electrical and Electronics Engineering, Middle East Technical University, Ankara, Turkey
fYear :
2015
Firstpage :
186
Lastpage :
190
Abstract :
Proactive content caching at user terminals is studied from an energy efficiency perspective. Assuming that the variable-rate demands of a user can be predicted accurately over a certain time period, the optimal transmission strategy that minimizes the total energy consumption is characterized. The reduction in the energy consumption is obtained both by increasing the total transmission time of a request, and by downloading it at better channel conditions, rather than downloading it at the time of use. Both gains are possible thanks to the limited cache memory at the user device, in which the pre-downloaded content is stored until it is requested by the application layer, such as a video player. We formulate the optimal proactive transmission strategy as the solution of a convex optimization problem, and evaluate the minimum total energy requirement numerically. We also provide a backward water-filling interpretation for the optimal caching strategy.
Keywords :
"Cache memory","Streaming media","Energy consumption","Delays","Optimization","Wireless communication","Mobile communication"
Publisher :
ieee
Conference_Titel :
Wireless Communication Systems (ISWCS), 2015 International Symposium on
Electronic_ISBN :
2154-0225
Type :
conf
DOI :
10.1109/ISWCS.2015.7454325
Filename :
7454325
Link To Document :
بازگشت