Content Caching and Delivery in Wireless Radio Access Networks

04/16/2019
by   Meixia Tao, et al.
0

Today's mobile data traffic is dominated by content-oriented traffic. Caching popular contents at the network edge can alleviate network congestion and reduce content delivery latency. This paper provides a comprehensive and unified study of caching and delivery techniques in wireless radio access networks (RANs) with caches at all edge nodes (ENs) and user equipments (UEs). Three cache-aided RAN architectures are considered: RANs without fronthaul, with dedicated fronthaul, and with wireless fronthaul. It first reviews in a tutorial nature how caching facilitates interference management in these networks by enabling interference cancellation (IC), zero-forcing (ZF), and interference alignment (IA). Then, two new delivery schemes are presented. One is for RANs with dedicated fronthaul, which considers centralized cache placement at the ENs but both centralized and decentralized placement at the UEs. This scheme combines IA, ZF, and IC together with soft-transfer fronthauling. The other is for RANs with wireless fronthaul, which considers decentralized cache placement at all nodes. It leverages the broadcast nature of wireless fronthaul to fetch not only uncached but also cached contents to boost transmission cooperation among the ENs. Numerical results show that both schemes outperform existing results for a wide range of system parameters, thanks to the various caching gains obtained opportunistically.

READ FULL TEXT
research
05/09/2018

Fundamental Limits of Decentralized Caching in Fog-RANs with Wireless Fronthaul

This paper aims to characterize the synergy of distributed caching and w...
research
08/10/2023

Optimizing Cache Content Placement in Integrated Terrestrial and Non-terrestrial Networks

Non-terrestrial networks (NTN) offer potential for efficient content bro...
research
05/16/2020

Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks

Edge caching is a new paradigm that has been exploited over the past sev...
research
02/06/2018

Storage-Latency Trade-off in Cache-Aided Fog Radio Access Networks

A fog radio access network (F-RAN) is studied, in which K_T edge nodes (...
research
02/06/2020

Optimal Centralized Dynamic-Time-Division-Duplex

In this paper, we derive the optimal centralized dynamic-time-division-d...
research
06/20/2020

Spatial Concentration of Caching

We propose a decentralized caching policy for wireless networks that mak...
research
01/30/2019

Spatial Soft-Core Caching

We propose a decentralized spatial soft-core cache placement (SSCC) poli...

Please sign up or login with your details

Forgot password? Click here to reset