计算机科学
隐藏物
水准点(测量)
节点(物理)
发射机
计算机网络
分布式计算
发射机功率输出
干扰(通信)
CPU缓存
最优化问题
功率优化
功率(物理)
功率消耗
算法
工程类
频道(广播)
物理
结构工程
量子力学
大地测量学
地理
作者
Estefanía Recayte,Giuseppe Cocco
标识
DOI:10.1109/tcomm.2018.2876295
摘要
We study the problem of caching optimization in heterogeneous networks with mutual interference and per-file rate constraints from an energy efficiency perspective. A setup is considered in which two cache-enabled transmitter nodes and a coordinator node serve two users. We analyze and compare two approaches: 1) a cooperative approach where each of the transmitters might serve either of the users and 2) a non-cooperative approach in which each transmitter serves only the respective user. We formulate the cache allocation optimization problem so that the overall system power consumption is minimized while the use of the link from the master node to the end users is spared whenever possible. We also propose a low-complexity optimization algorithm and show that it outperforms the considered benchmark strategies. Our results indicate that significant gains both in terms of power saving and sparing of master node's resources can be obtained when full cooperation between the transmitters is in place. Interestingly, we show that in some cases storing the most popular files is not the best solution from a power efficiency perspective.
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