Optimal Assignment Plan in Sliced Backhaul Networks

被引:6
|
作者
Quadri, Christian [1 ]
Premoli, Marco [1 ]
Ceselli, Alberto [1 ]
Gaito, Sabrina [1 ]
Rossi, Gian Paolo [1 ]
机构
[1] Univ Milan, Comp Sci Dept, I-20133 Milan, Italy
关键词
Multi-access edge computing; network slices; mathematical optimization; MOBILE; VIRTUALIZATION;
D O I
10.1109/ACCESS.2020.2986535
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The 5G mobile network will rely on network slicing to provide a wide variety of services with various quality of service (QoS) requirements. Network slicing is promoted by 3GPP and provides a logical vertical partition of the network that is based on network virtualization technologies, namely, network function virtualization (NFV), software-defined networking (SDN) and ETSI multi-access edge computing (MEC). Despite the undisputed benefits in terms of flexibility and scalability that are pledged by the paradigm, network slicing requires intelligent resource scheduling and allocation algorithms to efficiently use the network resources, especially at the edge of the network, due to their scarcity. In this paper, we propose an optimization algorithm for steering data traffic of multiple slices in the edge backhaul network, which aims at maximizing the QoS.We extensively analyze the realizable grade of QoS by testing various levels of MEC resources, demonstrate the beneficial impact of the approach for mobile operators, and highlight the performance advantage that is realized versus a single-slice approach of undifferentiated traffic.
引用
收藏
页码:68983 / 69002
页数:20
相关论文
共 50 条
  • [1] Joint Data Assignment and Beamforming for Backhaul Limited Caching Networks
    Peng, Xi
    Shen, Juei-Chin
    Zhang, Jun
    Letaief, Khaled B.
    2014 IEEE 25TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATION (PIMRC), 2014, : 1370 - 1374
  • [2] Fair inter-TAP routing and backhaul assignment for wireless mesh networks
    Lin, Frank Y. S.
    Wen, Y. F.
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2009, 9 (06): : 785 - 803
  • [3] Optimal backhaul resource allocation in uplink coordinated multicarrier networks
    Li, Yi
    Xiao, Limin
    Zhou, Shidong
    Zhou, Shidong, 1600, Tsinghua University (54): : 891 - 896
  • [4] Optimal task assignment in homogeneous networks
    Lee, CH
    Shin, KG
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 1997, 8 (02) : 119 - 129
  • [5] minFAST: Minimum Span Frequency Assignment Technique for Integrated Access and Backhaul Networks
    Lee, Ki-Hun
    Lee, Hyang-Won
    Lee, Howon
    Chae, Seong Ho
    Kim, Yongsin
    Jung, Bang Chul
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 72 (06) : 8222 - 8227
  • [6] OPTIMAL TASK ASSIGNMENT IN HYPERCUBE NETWORKS
    CHO, SY
    LEE, CH
    KIM, MH
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1992, E75A (04) : 504 - 511
  • [7] Optimal Topology Formation and Adaptation of Integrated Access and Backhaul Networks
    Simsek, Meryem
    Narasimha, Murali
    Orhan, Oner
    Nikopour, Hosein
    Mao, Wei
    Talwar, Shilpa
    FRONTIERS IN COMMUNICATIONS AND NETWORKS, 2021, 1
  • [8] Optimal Capacity Assignment in IP Networks
    Rassaki, A.
    Nel, A. L.
    2015 FIFTH INTERNATIONAL CONFERENCE ON DIGITAL INFORMATION PROCESSING AND COMMUNICATIONS (ICDIPC), 2015, : 256 - 261
  • [9] Optimal channel assignment in cellular networks
    Rouskas, AN
    Kazantzakis, MG
    Anagnostou, ME
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 1995, 8 (06) : 359 - 364
  • [10] Optimal assignment of cells in PCS networks
    Li J.
    Kameda H.
    Itoh H.
    Personal Technologies, 1997, 1 (3) : 127 - 134