Optimizing MDS Coded Caching in Wireless Networks with Device-to-Device Communication
نویسندگان
چکیده
We consider the caching of content in the mobile devices in a wireless network using maximum distance separable (MDS) codes. We focus on a small cell, served by a base station (BS), where mobile devices arrive and depart according to a Poisson birth-death process. Users requesting a particular file download coded symbols from caching devices using device-todevice communication. If additional symbols are required to decode the file, these are downloaded from the BS. We optimize the MDS codes to minimize the network load under a global average cache size constraint. We show that, for most practical scenarios, using optimized MDS codes results in significantly lower network load compared to when caching the most popular files. Furthermore, our results show that caching coded symbols of each file on all mobile devices, i.e., maximal spreading, is optimal.
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ورودعنوان ژورنال:
- CoRR
دوره abs/1701.06289 شماره
صفحات -
تاریخ انتشار 2017