English

Cache-Aided Combination Networks with Interference

Information Theory 2019-10-01 v2 math.IT

Abstract

Centralized coded caching and delivery is studied for a radio access combination network (RACN), whereby a set of HH edge nodes (ENs), connected to a cloud server via orthogonal fronthaul links with limited capacity, serve a total of KK user equipments (UEs) over wireless links. Each user, equipped with a cache of size μRNF\mu_R N F bits, is connected to a distinct set of rr ENs each of which equipped with a cache of size μTNF\mu_T N F bits, where μT\mu_T, μR[0,1]\mu_R \in [0,1] are the fractional cache capacities of the UEs and the ENs, respectively. The objective is to minimize the normalized delivery time (NDT. Three coded caching and transmission schemes are considered, namely the\textit{ MDS-IA}, \textit{soft-transfer} and \textit{ zero-forcing (ZF)} schemes. The achievable NDT for MDS-IA scheme is presented for r=2r=2 and arbitrary fractional cache sizes μT\mu_T and μR\mu_R, and also for arbitrary value of rr and fractional cache size μT\mu_T when the cache capacity of the UE is above a certain threshold. The achievable NDT for the soft-transfer scheme is presented for arbitrary rr and arbitrary fractional cache sizes μT\mu_T and μR\mu_R. The last scheme utilizes ZF between the ENs and the UEs without the participation of the cloud server in the delivery phase. The achievable NDT for this scheme is presented for an arbitrary value of rr when the total cache size at a pair of UE and EN is sufficient to store the whole library, i.e., μT+μR1\mu_T+\mu_R \geq 1. The results indicate that the fronthaul capacity determines which scheme achieves a better performance in terms of the NDT, and the soft-transfer scheme becomes favorable as the fronthaul capacity increases.

Keywords

Cite

@article{arxiv.1812.07372,
  title  = {Cache-Aided Combination Networks with Interference},
  author = {Ahmed Roushdy and Abolfazl Seyed Motahari and Mohammed Nafie and Deniz Gunduz},
  journal= {arXiv preprint arXiv:1812.07372},
  year   = {2019}
}

Comments

Submitted for Publication. arXiv admin note: substantial text overlap with arXiv:1802.09087

R2 v1 2026-06-23T06:46:09.821Z