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
  • [21] Delay Optimal Beamformer Design for Cache-enabled Wireless Backhaul Networks
    Shi, Jun
    Hua, Cunqing
    Hu, Bin
    2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2018,
  • [22] Optimal Backhaul Resource Allocation with User Pairing in Uplink Coordinated Multicarrier Networks
    Gao, Yuan
    Hong, Ao
    Zhou, Quan
    Jian, Chu
    Zhou, Bo
    Zhou, Weigui
    Li, Yi
    2015 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION, AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI), 2015, : 175 - 180
  • [23] Sliced Optimal Transport Sampling
    Paulin, Lois
    Bonneel, Nicolas
    Coeurjolly, David
    Iehl, Jean-Claude
    Webanck, Antoine
    Desbrun, Mathieu
    Ostromoukhov, Victor
    ACM TRANSACTIONS ON GRAPHICS, 2020, 39 (04):
  • [24] Sliced optimal transport on the sphere
    Quellmalz, Michael
    Beinert, Robert
    Steidl, Gabriele
    INVERSE PROBLEMS, 2023, 39 (10)
  • [25] Optimal assignment of multiple utilities in heat exchange networks
    Salama, A. I. A.
    APPLIED THERMAL ENGINEERING, 2009, 29 (13) : 2633 - 2642
  • [26] OPTIMAL CAPACITY ASSIGNMENT IN PACKET-SWITCHING NETWORKS
    NG, MJT
    HOANG, DB
    AUSTRALIAN TELECOMMUNICATION RESEARCH, 1983, 17 (02): : 53 - 65
  • [27] Sliced Optimal Partial Transport
    Bai, Yikun
    Schmitzer, Bernhard
    Thorpe, Matthew
    Kolouri, Soheil
    2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2023, : 13681 - 13690
  • [28] Optimal routing and wavelength assignment in WDM ring networks
    Lee, T
    Lee, K
    Park, S
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2000, 18 (10) : 2146 - 2154
  • [29] HERA: An Optimal Relay Assignment Scheme for Cooperative Networks
    Yang, Dejun
    Fang, Xi
    Xue, Guoliang
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2012, 30 (02) : 245 - 253
  • [30] Optimal relay assignment for fairness in wireless cooperative networks
    Xu, Hongli
    Huang, Liusheng
    Liu, Gang
    Zhang, Yindong
    Huang, He
    INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 2012, 9 (01) : 42 - 53