作者
Sang-Woon Jeon, Song-Nam Hong, Mingyue Ji, Giuseppe Caire, Andreas F Molisch
发表日期
2017/3
期刊
IEEE Transactions on Information Theory
卷号
63
期号
3
页码范围
1662 - 1676
出版商
IEEE
简介
We consider a wireless device-to-device network, where n nodes are uniformly distributed at random over the network area. We let each node caches M files from a library of size m ≥ M. Each node in the network requests a file from the library independently at random, according to a popularity distribution, and is served by other nodes having the requested file in their local cache via (possibly) multihop transmissions. Under the classical “protocol model” of wireless networks, we characterize the optimal per-node capacity scaling law for a broad class of heavy-tailed popularity distributions, including Zipf distributions with exponent less than one. In the parameter regime of interest, i.e., m=o(nM), we show that a decentralized random caching strategy with uniform probability over the library yields the optimal per-node capacity scaling of Θ(√M/m) for heavy-tailed popularity distributions. This scaling is constant with n …
引用总数
20162017201820192020202120222023315161517741
学术搜索中的文章
SW Jeon, SN Hong, M Ji, G Caire, AF Molisch - IEEE Transactions on Information Theory, 2017