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Cache-aided combination networks with interference
File | Description | Size | Format | |
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RMNG_TWC19.pdf | Accepted version | 2.33 MB | Adobe PDF | View/Open |
Title: | Cache-aided combination networks with interference |
Authors: | Roushdy, A Seyed Motahari, A Nafie, M Gunduz, D |
Item Type: | Journal Article |
Abstract: | Centralized coded caching and delivery isstudied for a radio access combination network (RACN),whereby a set ofHedge nodes (ENs), connected to acloud server via orthogonal fronthaul links with limitedcapacity, serve a total ofKuser equipments (UEs) overwireless links. The cloud server is assumed to hold alibrary ofNfiles, each of sizeFbits; and each user,equipped with a cache of sizeμRNFbits, is connectedto a distinct set ofrENs each of which equipped witha cache of sizeμTNFbits, whereμT,μR∈[0,1]arethe fractional cache capacities of the UEs and the ENs,respectively. The objective is to minimize the normalizeddelivery time (NDT), which refers to the worst case deliverylatency when each user requests a single distinct file fromthe library. Three coded caching and transmission schemesare considered, namely theMDS-IA,soft-transferandzero-forcing (ZF)schemes. MDS-IA utilizes maximum distanceseparable (MDS) codes in the placement phase and realinterference alignment (IA) in the delivery phase. Theachievable NDT for this scheme is presented forr= 2and arbitrary fractional cache sizesμTandμR, and alsofor arbitrary value ofrand fractional cache sizeμTwhen the cache capacity of the UE is above a certainthreshold. The soft-transfer scheme utilizes soft-transferof coded symbols to ENs that implement ZF over the edgelinks. The achievable NDT for this scheme is presentedfor arbitraryrand arbitrary fractional cache sizesμTandμR. The last scheme utilizes ZF between the ENs andthe UEs without the participation of the cloud server inthe delivery phase. The achievable NDT for this scheme is presented for an arbitrary value ofrwhen the totalcache size at a pair of UE and EN is sufficient to store thewhole library, i.e.,μT+μR≥1. The results indicate thatthe fronthaul capacity determines which scheme achievesa better performance in terms of the NDT, and thesoft-transfer scheme becomes favorable as the fronthaulcapacity increases. |
Issue Date: | Jan-2020 |
Date of Acceptance: | 6-Sep-2019 |
URI: | http://hdl.handle.net/10044/1/73460 |
DOI: | 10.1109/TWC.2019.2942913 |
ISSN: | 1536-1276 |
Publisher: | Institute of Electrical and Electronics Engineers |
Start Page: | 148 |
End Page: | 161 |
Journal / Book Title: | IEEE Transactions on Wireless Communications |
Volume: | 19 |
Issue: | 1 |
Copyright Statement: | © 209 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
Sponsor/Funder: | Commission of the European Communities Commission of the European Communities |
Funder's Grant Number: | 690893 677854 |
Keywords: | 0906 Electrical and Electronic Engineering 1005 Communications Technologies 0805 Distributed Computing Networking & Telecommunications |
Publication Status: | Published |
Online Publication Date: | 2019-09-27 |
Appears in Collections: | Electrical and Electronic Engineering Faculty of Engineering |