作者
Shan Zhang, Peter He, Katsuya Suto, Peng Yang, Lian Zhao, Xuemin Shen
发表日期
2017/12/7
期刊
IEEE Transactions on Mobile Computing
卷号
17
期号
8
页码范围
1791-1805
出版商
IEEE
简介
With files proactively stored at base stations (BSs), mobile edge caching enables direct content delivery without remote file fetching, which can reduce the end-to-end delay while relieving backhaul pressure. To effectively utilize the limited cache size in practice, cooperative caching can be leveraged to exploit caching diversity, by allowing users served by multiple base stations under the emerging user-centric network architecture. This paper explores delay-optimal cooperative edge caching in large-scale user-centric mobile networks, where the content placement and cluster size are optimized based on the stochastic information of network topology, traffic distribution, channel quality, and file popularity. Specifically, a greedy content placement algorithm is proposed based on the optimal bandwidth allocation, which can achieve (1 - 1/e)-optimality with linear computational complexity. In addition, the optimal user …
引用总数
201820192020202120222023202419486553402715
学术搜索中的文章
S Zhang, P He, K Suto, P Yang, L Zhao, X Shen - IEEE Transactions on Mobile Computing, 2017