Rate-Memory Trade-off for Multi-access Coded Caching with Uncoded Placement
Abstract
We study a multi-access variant of the popular coded caching framework, which consists of a central server with a catalog of files, caches with limited memory , and users such that each user has access to consecutive caches with a cyclic wrap-around and requests one file from the central server's catalog. The server assists in file delivery by transmitting a message of size over a shared error-free link and the goal is to characterize the optimal rate-memory trade-off. This setup was studied previously by Hachem et al., where an achievable rate and an information-theoretic lower bound were derived. However, the multiplicative gap between them was shown to scale linearly with the access degree and thus order-optimality could not be established. A series of recent works have used a natural mapping of the coded caching problem to the well-known index coding problem to derive tighter characterizations of the optimal rate-memory trade-off under the additional assumption that the caches store uncoded content. We follow a similar strategy for the multi-access framework and provide new bounds for the optimal rate-memory trade-off over all uncoded placement policies. In particular, we derive a new achievable rate for any and a new lower bound, which works for any uncoded placement policy and . We then establish that the (multiplicative) gap between the new achievable rate and the lower bound is at most independent of all parameters, thus establishing an order-optimal characterization of for any . This is a significant improvement over the previously known gap result, albeit under the restriction of uncoded placement policies. Finally, we also characterize exactly for a few special cases.
Cite
@article{arxiv.1909.01756,
title = {Rate-Memory Trade-off for Multi-access Coded Caching with Uncoded Placement},
author = {Kota Srinivas Reddy and Nikhil Karamchandani},
journal= {arXiv preprint arXiv:1909.01756},
year = {2020}
}
Comments
Accepted in Transactions on Communications. Preliminary works appeared and presented in SPCOM and ISIT