Fundamental Limits of Caching: Improved Delivery Rate-Cache Capacity Trade-off
نویسندگان
چکیده
We consider a centralized coded caching system consisting of a server delivering N popular files, each of size F bits, to K users through an error-free shared link. Each user is equipped with a local cache of capacity MF bits. The contents can be proactively cached into the user caches by the server over low traffic period; however, without the knowledge of the user demands. During the peak traffic period each user requests a single file from the database. The goal is to utilize the user caches in order to minimize the number of bits delivered by the server over a shared link, known as the delivery rate, to satisfy all the user demands. We propose a novel coded caching algorithm for the cache capacity of M = N−1 K , when N and K have a common divisor greater than 1, and satisfy 4 ≤ N < K ≤ 3N 2 . It is shown that the proposed scheme achieves a smaller delivery rate than the existing coded caching schemes in the literature for 1 K ≤M ≤ N K when N < K < 3N 2 , and 1 K ≤M ≤ 2N K when K = 3N 2 .
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عنوان ژورنال:
- CoRR
دوره abs/1604.03888 شماره
صفحات -
تاریخ انتشار 2016