Cache-Aided Combination Networks With Interference

被引:4
作者
Elkordy, Ahmed Roushdy [1 ,2 ]
Motahari, Abolfazl Seyed [3 ]
Nafie, Mohammed [4 ]
Gunduz, Deniz [5 ]
机构
[1] Alexandria Univ, Fac Engn, Dept Engn Math & Phys, Alexandria 21544, Egypt
[2] Nile Univ, Intelligent Networks Ctr, Giza 16453, Egypt
[3] Sharif Univ Technol, Dept Comp Engn, Tehran 1136511155, Iran
[4] Cairo Univ, Commun & Elect Dept, Giza 12613, Egypt
[5] Imperial Coll London, Informat Proc & Commun Lab, London SW7 2AZ, England
基金
欧洲研究理事会; 欧盟地平线“2020”;
关键词
Coded caching; interference management; latency; interference alignment; combination networks; FUNDAMENTAL LIMITS; DELIVERY; FREEDOM; LATENCY;
D O I
10.1109/TWC.2019.2942913
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Centralized coded caching and delivery is studied for a radio access combination network (RACN), whereby a set of H edge nodes (ENs), connected to a cloud server via orthogonal fronthaul links with limited capacity, serve a total of K user equipments (UEs) over wireless links. The cloud server is assumed to hold a library of N files, each of size F bits; and each user, equipped with a cache of size its, is connected to a distinct set of r ENs each of which equipped with a cache of size are the fractional cache capacities of the UEs and the ENs, respectively. The objective is to minimize the normalized delivery time (NDT), which refers to the worst case delivery latency when each user requests a single distinct file from the library. Three coded caching and transmission schemes are considered, namely the MDS-IA, soft-transfer and zero-forcing (ZF) schemes. MDS-IA utilizes maximum distance separable (MDS) codes in the placement phase and real interference alignment (IA) in the delivery phase. The achievable NDT for this scheme is presented for and arbitrary fractional cache sizes and also for arbitrary value of r and fractional cache size when the cache capacity of the UE is above a certain threshold. The soft-transfer scheme utilizes soft-transfer of coded symbols to ENs that implement ZF over the edge links. The achievable NDT for this scheme is presented for arbitrary r and arbitrary fractional cache sizes. 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 r when the total cache size at a pair of UE and EN is sufficient to store the whole library, i.e >= 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.
引用
收藏
页码:148 / 161
页数:14
相关论文
共 35 条
[1]   Decentralized Caching and Coded Delivery With Distinct Cache Capacities [J].
Amiri, Mohammad Mohammadi ;
Yang, Qianqian ;
Gunduz, Deniz .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2017, 65 (11) :4657-4669
[2]  
[Anonymous], [No title captured]
[3]  
[Anonymous], 2017, IEEE ICC
[4]  
[Anonymous], 2018, P IEEE INT C COMM IC
[5]  
[Anonymous], IEEE WCNC
[6]  
[Anonymous], EURASIP J ADV SIGNAL
[7]  
[Anonymous], [No title captured]
[8]   Content Delivery in Fog-Aided Small-Cell Systems with Offline and Online Caching: An Information-Theoretic Analysis [J].
Azimi, Seyyed Mohammadreza ;
Simeone, Osvaldo ;
Tandon, Ravi .
ENTROPY, 2017, 19 (07)
[9]  
Bastug E, 2014, IEEE INT CONF COMM, P581, DOI 10.1109/ICCW.2014.6881261
[10]   Noisy Broadcast Networks With Receiver Caching [J].
Bidokhti, Shirin Saeedi ;
Wigger, Michele ;
Timo, Roy .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2018, 64 (11) :6996-7016