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
欧盟地平线“2020”; 欧洲研究理事会;
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 50 条
  • [1] A Converse Bound for Cache-Aided Interference Networks
    Girgis, Antonious M.
    Ercetin, Ozgur
    Nafie, Mohammed
    ElBatt, Tamer
    2018 CONFERENCE RECORD OF 52ND ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, 2018, : 177 - 181
  • [2] Cache-Aided Combination Networks with Secrecy Guarantees
    Zewail, Ahmed A.
    Yener, Aylin
    2018 52ND ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS (CISS), 2018,
  • [3] Cache-Aided Interference Management in Wireless Cellular Networks
    Naderializadeh, Navid
    Maddah-Ali, Mohammad Ali
    Avestimehr, A. Salman
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (05) : 3376 - 3387
  • [4] Cache-Aided Interference Channels
    Maddah-Ali, Mohammad Ali
    Niesen, Urs
    2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2015, : 809 - 813
  • [5] Degrees of Freedom of Cache-Aided Wireless Interference Networks
    Hachem, Jad
    Niesen, Urs
    Diggavi, Suhas N.
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2018, 64 (07) : 5359 - 5380
  • [6] Cache-Aided Interference Management in Wireless Cellular Networks
    Naderializadeh, Navid
    Maddah-Ali, Mohammad Ali
    Avestimehr, A. Salman
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [7] Cache-Aided Interference Channels
    Maddah-Ali, Mohammad Ali
    Niesen, Urs
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2019, 65 (03) : 1714 - 1724
  • [8] Cache-Aided Combination Networks with Asymmetric End Users
    Zewail, Ahmed A.
    Yener, Aylin
    2019 IEEE 20TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC 2019), 2019,
  • [9] State-of-the-art in Cache-aided Combination Networks
    Wan, Kai
    Tuninetti, Daniela
    Ji, Mingyue
    Piantanida, Pablo
    2017 FIFTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, 2017, : 641 - 645
  • [10] Coded Caching for Combination Networks with Cache-Aided Relays
    Zewail, Ahmed A.
    Yener, Aylin
    2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2017, : 2433 - 2437