Scheduling Slice Requests in 5G Networks

被引:2
|
作者
Prasad, Reshma [1 ]
Sunny, Albert [1 ]
机构
[1] Indian Inst Technol Palakkad, Dept Comp Sci & Engn, Palakkad 678623, India
关键词
Quality of service; Resource management; Bandwidth; 5G mobile communication; IEEE transactions; Correlation; Scheduling; 5G network; network slice; scheduling; resource allocation; optimization; ORCHESTRATION;
D O I
10.1109/TNET.2023.3274480
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Network slicing is a 5G paradigm that enables the creation of on-demand logical networks over shared physical infrastructure. In this paper, we present a framework that allows users to make advance slice reservations with the End-to-End Orchestrator (EEO). Our reservation mechanism enables the EEO to make admission decisions instantly upon request arrival, providing guarantees as to when the request can be enabled. We then proceed to address a relevant revenue maximization problem through an optimal solution, which has factorial time complexity. We also propose a low-complexity algorithm that can efficiently allocate resources for the online version of the problem. We conduct evaluations that demonstrate how the reservation mechanism can potentially improve EEO's revenue. Additionally, we conduct a study on scenarios where the arrival rates of slice requests exhibit a positive correlation with reservation discounts provided by EEO.
引用
收藏
页码:3025 / 3036
页数:12
相关论文
共 50 条
  • [1] Optimisation of Numerology and Packet Scheduling in 5G Networks: To Slice or not to Slice?
    Raftopoulou, Maria
    Litjens, Remco
    [J]. 2021 IEEE 93RD VEHICULAR TECHNOLOGY CONFERENCE (VTC2021-SPRING), 2021,
  • [2] Efficient Service Allocation Scheduling Algorithms for 5G User Equipments in Slice-in-Slice Networks
    Ravindran, Sharvari
    Chaudhuri, Saptarshi
    Bapat, Jyotsna
    Das, Debabrata
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON ADVANCED NETWORKS AND TELECOMMUNICATIONS SYSTEMS (IEEE ANTS), 2021,
  • [3] Slice Isolation for 5G Transport Networks
    Chang, Chia-Yu
    Jimenez, Manuel A.
    Gharbaoui, Molka
    Sacido, Javier
    Ubaldi, Fabio
    Papagianni, Chrysa
    Zabala, Aitor
    Valcarenghi, Luca
    Scano, Davide
    Tomakh, Konstantin
    Giorgetti, Alessio
    Boddi, Andrea
    De Schepper, Koen
    [J]. PROCEEDINGS OF THE 2021 IEEE 7TH INTERNATIONAL CONFERENCE ON NETWORK SOFTWARIZATION (NETSOFT 2021): ACCELERATING NETWORK SOFTWARIZATION IN THE COGNITIVE AGE, 2021, : 366 - 368
  • [4] Slice Scheduling with QoS-Guarantee towards 5G
    Schmidt, Robert
    Chang, Chia-Yu
    Nikaein, Navid
    [J]. 2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2019,
  • [5] Enabling 5G RAN Slicing With EDF Slice Scheduling
    Guo, Tao
    Suarez, Alberto
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (03) : 2865 - 2877
  • [6] Research on Wireless Resource Management and Scheduling for 5G Network Slice
    Li, Yi
    Wang, Yong
    Jin, Yuchao
    Cheng, Xinzhou
    Xu, Lexi
    Liu, Guanghai
    [J]. IWCMC 2021: 2021 17TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2021, : 508 - 513
  • [7] Machine Learning Methods for Slice Admission in 5G Networks
    Raza, Muhammad Rehan
    Natalino, Carlos
    Wosinska, Lena
    Monti, Paolo
    [J]. 2019 24TH OPTOELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC) AND 2019 INTERNATIONAL CONFERENCE ON PHOTONICS IN SWITCHING AND COMPUTING (PSC), 2019,
  • [8] Multipath Scheduling for 5G Networks: Evaluation and Outlook
    Wu, Hongjia
    Caso, Giuseppe
    Ferlin, Simone
    Alay, Ozgu
    Brunstrom, Anna
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2021, 59 (04) : 44 - 50
  • [9] Enabling Dynamic Resource Sharing for Slice Customization in 5G Networks
    Lieto, Alessandro
    Malanchini, Ilaria
    Capone, Antonio
    [J]. 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2018,
  • [10] A Network Slice Resource Allocation Process in 5G Mobile Networks
    Fendt, Andrea
    Schmelz, Lars Christoph
    Wajda, Wieslawa
    Lohmueller, Simon
    Bauer, Bernhard
    [J]. INNOVATIVE MOBILE AND INTERNET SERVICES IN UBIQUITOUS COMPUTING, IMIS-2018, 2019, 773 : 695 - 704