DocumentCode
3738472
Title
Reactive eviction algorithms for radio access networks
Author
Long Van Nguyen;Quoc-Anh Nguyen;Phuong Luu Vo;Nguyen H. Tran;Tuan-Anh Le
Author_Institution
School of Computer Science and Engineering, International University - VNUHCM, Vietnam
fYear
2015
Firstpage
162
Lastpage
166
Abstract
The double-digit growth of the number of mobile broadband subscribers has led to the exponential growth of the mobile traffic in the last several years. A major part of the mobile traffic is the duplication of the downloading the popular contents. A cache-enabled mobile network in which the popular contents are replicated at the radio access network (RAN) helps to reduce the transit traffic on the backhaul links and to improve the quality-of-experience of the end users. In this paper, we propose two reactive eviction algorithms called max-hit and min-transit with respect to two different caching objectives for a base-station in the RAN. Max-hit algorithm aims to maximize the number of cache hits at the base-station whereas min-transit algorithm minimizes the transit traffic at the backhaul link. We also develop an event-driven simulation to evaluate the performance of the proposed eviction algorithms. The complexity of our proposed algorithms is not higher than least-frequentlyused. However, depending on the objective of the content caching, our proposed algorithms show a better performance than the traditional eviction policies such as least-recently-used and leastfrequently- used.
Keywords
"Mobile communication","Mobile computing","Approximation algorithms","Radio access networks","Bandwidth","Greedy algorithms","Peer-to-peer computing"
Publisher
ieee
Conference_Titel
Communications, Management and Telecommunications (ComManTel), 2015 International Conference on
Type
conf
DOI
10.1109/ComManTel.2015.7394280
Filename
7394280
Link To Document