A novel context-aware caching scheme for 5G networks

被引:1
|
作者
Islam, Noman [1 ]
机构
[1] Iqra Univ, Karachi, Pakistan
关键词
5G networks; caching; edge computing; femtocaching; video contents; CLOUD;
D O I
10.1109/macs48846.2019.9024819
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this research, we explore the problem of caching in 5G networks. According to different studies, the requests for video contents in cellular networks account for 50% of the requests. Considering such a colossal demand, novel mechanisms are required in emerging 5G networks to cater to these soaring requests. In order to prevent the load on the backhaul network, one approach is to cache frequently accessed contents at the edge of the network. As far as the edge is concerned, caching can be performed at small base station (SBS) or the end-user's machine. The objective is to relieve the backhaul network by enabling the requests to be served from local cache. Different studies have regarded caching as a disruptive technology for 5G network. The paper explores the different strategies proposed for caching in 5G networks. Various caching techniques available in the literature are discussed. Finally, the paper also proposes a novel approach to context aware caching at the edge in 5G networks.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] Context-aware, user-driven, network-controlled RAT selection for 5G networks
    Barmpounakis, Sokratis
    Kaloxylos, Alexandros
    Spapis, Panagiotis
    Alonistioti, Nancy
    COMPUTER NETWORKS, 2017, 113 : 124 - 147
  • [22] Memory-Full Context-Aware Predictive Mobility Management in Dual Connectivity 5G Networks
    Mohamed, Abdelrahim
    Imran, Muhammad Ali
    Xiao, Pei
    Tafazolli, Rahim
    IEEE ACCESS, 2018, 6 : 9655 - 9666
  • [23] Coding for Caching in 5G Networks
    Fadlallah, Yasser
    Tulino, Antonia M.
    Barone, Dario
    Vettigli, Giuseppe
    Llorca, Jaime
    Gorce, Jean-Marie
    IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (02) : 106 - 113
  • [24] Cooperative Resource Allocation Using Optimized Heterogeneous Context-Aware Graph Convolutional Networks in 5G Wireless Networks
    Godi, Rakesh Kumar
    Panchal, Soumyashree M.
    Agarwal, Swathi
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2025, 38 (05)
  • [25] A novel social context-aware data forwarding scheme in mobile social networks
    Xu F.
    Zhang H.
    Deng M.
    Xu N.
    Wang Z.
    Xiong Z.
    Ye C.
    International Journal of Smart Home, 2016, 10 (06): : 1 - 10
  • [26] Context-Aware Kubernetes Scheduler for Edge-native Applications on 5G
    Ogbuachi, Michael Chima
    Reale, Anna
    Suskovics, Peter
    Kovacs, Benedek
    JOURNAL OF COMMUNICATIONS SOFTWARE AND SYSTEMS, 2020, 16 (01) : 85 - 94
  • [27] Context-Aware Proactive 5G Load Balancing and Optimization for Urban Areas
    Ma, Bo
    Yang, Bowei
    Zhu, Yunpeng
    Zhang, Jie
    IEEE ACCESS, 2020, 8 : 8405 - 8417
  • [28] Context-Aware Proactive Content Caching With Service Differentiation in Wireless Networks
    Mueller, Sabrina
    Atan, Onur
    van der Schaar, Mihaela
    Klein, Anja
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (02) : 1024 - 1036
  • [29] Collaborative Edge Caching in Context-Aware Device-to-Device Networks
    Zhao, Xiaoyan
    Yuan, Peiyan
    Li, Haiwen
    Tang, Shaojie
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (10) : 9583 - 9596
  • [30] Context-aware multi-RAT connection with bi-level decision in 5G heterogeneous networks
    Li, Jing
    Zhang, Xing
    Wang, Shuo
    Wang, Wenbo
    2017 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2017, : 322 - 327