Distributed Caching in Wireless Cellular Networks Incorporating Parallel Processing

被引:3
|
作者
Sun, Yue [1 ]
Zhu, Ziming [2 ]
Fan, Zhong [3 ]
机构
[1] China Telecom, Beijing, Peoples R China
[2] Toshiba Res Europe, Cambridge, England
[3] Keele Univ, Keele, Staffs, England
关键词
5G;
D O I
10.1109/MIC.2018.112101645
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Distributed caching is a promising technique for reducing redundant data traffic and user content access delay in telecommunications systems. This article explores caching technologies with a focus on the processing of content requests in today's hierarchical wireless cellular networks. The authors observed that, as the number of caches at different layers of the network increases, the disadvantage of the hierarchical architecture in terms of processing delay gradually emerges. They introduce a parallel-processing strategy in order to improve the efficiency of cache servers. Theoretical analysis and numerical simulations show the potential of the proposed scheme in terms of reducing both the content access delay and redundant data traffic in the core network. The authors also carry out cost assessments for the proposed scheme. Future research on related technologies is discussed at the end of this article.
引用
收藏
页码:52 / 61
页数:10
相关论文
共 50 条
  • [1] Distributed Cooperative Caching in Social Wireless Networks
    Taghizadeh, Mahmoud
    Micinski, Kristopher
    Ofria, Charles
    Torng, Eric
    Biswas, Subir
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2013, 12 (06) : 1037 - 1053
  • [2] Distributed Processing for Wireless Networks
    Bar-Ness, Yeheskel
    Popovski, Petar
    Simeone, Osvaldo
    Spagnolini, Umberto
    JOURNAL OF COMMUNICATIONS AND NETWORKS, 2009, 11 (04) : 323 - 326
  • [3] Caching for Distributed Parameter Estimation in Wireless Sensor Networks
    Chennakesavula, Pradeep
    Hong, Y. -W. Peter
    Scaglione, Anna
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [4] Knowledge Caching for Federated Learning in Wireless Cellular Networks
    Zheng, Xin-Ying
    Lee, Ming-Chun
    Hsu, Kai-Chieh
    Hong, Y. -W. Peter
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (08) : 9235 - 9250
  • [5] Caching Scalable Videos in the Edge of Wireless Cellular Networks
    Zhang, Xuewei
    Ren, Yuan
    Lv, Tiejun
    Hanzo, Lajos
    IEEE NETWORK, 2023, 37 (03): : 34 - 42
  • [6] A Distributed Public Key Caching Scheme in Large Wireless Networks
    Kong, Yuan
    Deng, Jing
    Tate, Stephen R.
    2010 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE GLOBECOM 2010, 2010,
  • [7] A Stochastic Geometry Approach to Distributed Caching in Large Wireless Networks
    Altieri, Andres
    Piantanida, Pablo
    Rey Vega, Leonardo
    Galarza, Cecilia G.
    2014 11TH INTERNATIONAL SYMPOSIUM ON WIRELESS COMMUNICATIONS SYSTEMS (ISWCS), 2014, : 863 - 867
  • [8] Wireless Content Caching in Sliced Cellular Networks with Multicast Beamforming
    Wang, Kan
    Ji, Wenchao
    Li, Junhuai
    Wang, Huaijun
    Cao, Ting
    2019 11TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2019,
  • [9] AUTONOMOUS PROCESSING IN PARALLEL DISTRIBUTED-PROCESSING NETWORKS
    DAWSON, MRW
    SCHOPFLOCHER, DP
    PHILOSOPHICAL PSYCHOLOGY, 1992, 5 (02) : 199 - 219
  • [10] Parallel and distributed neurocomputing with wireless sensor networks
    Serpen, Gursel
    Liu, Linqian
    NEUROCOMPUTING, 2016, 173 : 1169 - 1182