Effect of Slice Priority for admission control in 5G Wireless Networks: A comparison study for two Fuzzy-based systems considering Software-Defined-Networks

被引:1
|
作者
Ampririt, Phudit [1 ]
Liu, Yi [2 ]
Ikeda, Makoto [3 ]
Matsuo, Keita [3 ]
Barolli, Leonard [3 ]
Takizawa, Makoto [4 ]
机构
[1] Fukuoka Inst Technol, Grad Sch Engn, Higashi Ku, 3-30-1 Wajiro Higashi, Fukuoka 8110295, Japan
[2] Oita Coll, Natl Inst Technol, Dept Informat Engn, 1666 Oazamaki, Oita 8700152, Japan
[3] Fukuoka Inst Technol, Dept Informat & Commun Engn, Higashi Ku, 3-30-1 Wajiro Higashi, Fukuoka 8110295, Japan
[4] Hosei Univ, Fac Sci & Engn, Dept Adv Sci, Kajino Machi, Koganei, Tokyo 1848584, Japan
关键词
5G; SDN; admission control; Network Slicing; TECHNOLOGIES;
D O I
10.3233/JHS-200637
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 Fifth Generation (5G) networks are expected to be flexible to satisfy demands of high-quality services such as high speed, low latencies and enhanced reliability from customers. Also, the rapidly increasing amount of user devices and high user's requests becomes a problem. Thus, the Software-Defined Network (SDN) will be the key function for efficient management and control. To deal with these problems, we propose a Fuzzy-based SDN approach. This paper presents and compares two Fuzzy-based Systems for Admission Control (FBSAC) in 5G wireless networks: FBSAC1 and FBSAC2. The FBSAC1 considers for admission control decision three parameters: Grade of Service (GS), User Request Delay Time (URDT) and Network Slice Size (NSS). In FBSAC2, we consider as an additional parameter the Slice Priority (SP). So, FBSAC2 has four input parameters. The simulation results show that the FBSAC2 is more complex than FBSAC1, but it has a better performance for admission control.
引用
收藏
页码:169 / 183
页数:15
相关论文
共 26 条
  • [1] Application of Fuzzy Logic for Slice QoS in 5G Networks: A Comparison Study of Two Fuzzy-Based Schemes for Admission Control
    Ampririt, Phudit
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    INTERNATIONAL JOURNAL OF MOBILE COMPUTING AND MULTIMEDIA COMMUNICATIONS, 2021, 12 (02) : 18 - 35
  • [2] A fuzzy-based system for handover in 5G wireless networks considering different network slicing constraints: a comparison study of two implemented models
    Ampririt, Phudit
    Higashi, Shunya
    Qafzezi, Ermioni
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    INTERNATIONAL JOURNAL OF GRID AND UTILITY COMPUTING, 2025, 16 (01) : 69 - 81
  • [3] An Integrated Fuzzy-based Admission Control System (IFACS) for 5G Wireless Networks: Its implementation and performance evaluation
    Ampririt, Phudit
    Ohara, Seiji
    Qafzezi, Ermioni
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    INTERNET OF THINGS, 2021, 13
  • [4] FSSLA: A Fuzzy-based scheme for slice service level agreement in 5G wireless networks and its performance evaluation
    Ampririt, Phudit
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    JOURNAL OF HIGH SPEED NETWORKS, 2022, 28 (01) : 47 - 64
  • [5] Dynamically Reconfigurable Slice Allocation and Admission Control within 5G Wireless Networks
    Perveen, Abida
    Patwary, Mohammad
    Aneiba, Adel
    2019 IEEE 89TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2019-SPRING), 2019,
  • [6] Reinforcement learning for Admission Control in 5G Wireless Networks
    Raaijmakers, Youri
    Mandelli, Silvio
    Doll, Mark
    2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [7] Software Defined Networks based 5G Backhaul Architecture
    Costa-Requena, Jose
    Guasch, Vicent Ferrer
    Santos, Jesus Llorente
    ACM IMCOM 2015, PROCEEDINGS, 2015,
  • [8] A Comparison Study of Two Fuzzy-based Handover Systems for Avoiding Ping-Pong Effect in Wireless Cellular Networks
    Mino, Gjergji
    Barolli, Leonard
    Durresi, Arjan
    Xhafa, Fatos
    Koyama, Akio
    2009 INTERNATIONAL CONFERENCE ON NETWORK-BASED INFORMATION SYSTEMS, 2009, : 564 - +
  • [9] Quality of Service Control in Software-Defined 5G Networks
    da Cruz de Lima, Joao Carlos
    Rodrigues, Emanuel Bezerra
    2021 IEEE IFAC INTERNATIONAL CONFERENCE ON AUTOMATION/XXIV CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (IEEE IFAC ICA - ACCA2021), 2021,
  • [10] DRL-Based Slice Admission Using Overbooking in 5G Networks
    Saxena, Shivani
    Sivalingam, Krishna M.
    IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2023, 4 : 29 - 45