English

A Novel Transformation Approach of Shared-link Coded Caching Schemes for Multiaccess Networks

Information Theory 2021-06-08 v3 math.IT

Abstract

This paper considers the multiaccess coded caching systems formulated by Hachem et al., including a central server containing NN files connected to KK cache-less users through an error-free shared link, and KK cache-nodes, each equipped with a cache memory size of MM files. Each user has access to LL neighbouring cache-nodes with a cyclic wrap-around topology. The coded caching scheme proposed by Hachem et al. suffers from the case that LL does not divide KK, where the needed number of transmissions (a.k.a. load) is at most four times the load expression for the case where LL divides KK. Our main contribution is to propose a novel {\it transformation} approach to smartly extend the schemes satisfying some conditions for the well known shared-link caching systems to the multiaccess caching systems. Then we can get many coded caching schemes with different subpacketizations for multiaccess coded caching system. These resulting schemes have the maximum local caching gain (i.e., the cached contents stored at any LL neighbouring cache-nodes are different such that the number of retrieval packets by each user from the connected cache-nodes is maximal) and the same coded caching gain as the original schemes. Applying the transformation approach to the well-known shared-link coded caching scheme proposed by Maddah-Ali and Niesen, we obtain a new multiaccess coded caching scheme that achieves the same load as the scheme of Hachem et al. but for any system parameters. Under the constraint of the cache placement used in this new multiaccess coded caching scheme, our delivery strategy is approximately optimal when KK is sufficiently large. Finally, we also show that the transmission load of the proposed scheme can be further reduced by compressing the multicast message.

Keywords

Cite

@article{arxiv.2012.04483,
  title  = {A Novel Transformation Approach of Shared-link Coded Caching Schemes for Multiaccess Networks},
  author = {Minquan Cheng and Kai Wan and Dequan Liang and Mingming Zhang and Giuseppe Caire},
  journal= {arXiv preprint arXiv:2012.04483},
  year   = {2021}
}

Comments

19 pages

R2 v1 2026-06-23T20:49:02.723Z