A NFV-based Resource Orchestration Algorithm for DDoS Mitigation in MEC

被引:5
|
作者
Guo, Lei [1 ]
Xing, Yiping [2 ,3 ]
Jiang, Chunxiao [2 ,3 ]
Bai, Lin [1 ]
机构
[1] Beihang Univ, Sch Cyber Sci & Technol, Beijing 100191, Peoples R China
[2] Beijing Municipal Bur Econ & Informat Technol, Dept Small Medium Enterprises, Beijing, Peoples R China
[3] Tsinghua Univ, Tsinghua Space Ctr, Beijing 100084, Peoples R China
关键词
MEC; DDoS Mitigation; Resource Orchestration; Game Theory; Convex Optimization; SOFTWARE-DEFINED NETWORKING; ALLOCATION; MANAGEMENT; DESIGN;
D O I
10.1109/IWCMC51323.2021.9498596
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
With the emergence of computationally intensive and delay sensitive applications, mobile edge computing(MEC) has become more and more popular. Simultaneously, MEC paradigm is faced with security challenges, the most harmful of which is DDoS attack. In this paper, we focus on the resource orchestration algorithm in MEC scenario to mitigate DDoS attack. Most of existing works on resource orchestration algorithm barely take into account DDoS attack. Moreover, they assume that MEC nodes are unselfish, while in practice MEC nodes are selfish and try to maximize their individual utility only, as they usually belong to different network operators. To solve such problems, we propose a price-based resource orchestration algorithm(PROA) using game theory and convex optimization, which aims at mitigating DDoS attack while maximizing the utility of each participant. Pricing resources to simulate market mechanisms, which is national to make rational decisions for all participants. Finally, we conduct experiment using Matlab and show that the proposed PROA can effectively mitigate DDoS attack on the attacked MEC node.
引用
收藏
页码:961 / 967
页数:7
相关论文
共 50 条
  • [1] SDN/NFV-based DDoS Mitigation via Pushback
    Bulbul, Nurefsan Sertbas
    Fischer, Mathias
    ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2020,
  • [2] SDN/NFV-Based Moving Target DDoS Defense Mechanism
    Liu, Chien-Chang
    Huang, Bo-Sheng
    Tseng, Chia-Wei
    Yang, Yao-Tsung
    Chou, Li-Der
    RECENT TRENDS IN DATA SCIENCE AND SOFT COMPUTING, IRICT 2018, 2019, 843 : 548 - 556
  • [3] The Location Problem for the Provisioning of Protected Slices in NFV-Based MEC Infrastructure
    Chantre, Hernani D.
    Saldanha da Fonseca, Nelson Luis
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2020, 38 (07) : 1505 - 1514
  • [4] Low-Latency Service Schedule Orchestration in NFV-based Networks
    Alameddine, Hyame Assem
    Assi, Chadi
    Tushar, Mosaddek Hossain Kamal
    Yu, Jia Yuan
    PROCEEDINGS OF THE 2019 IEEE CONFERENCE ON NETWORK SOFTWARIZATION (NETSOFT 2019), 2019, : 378 - 386
  • [5] Dynamic Allocation of SDN Controllers in NFV-Based MEC for the Internet of Vehicles
    Simoes, Rhodney
    Dias, Kelvin
    Martins, Ricardo
    FUTURE INTERNET, 2021, 13 (11):
  • [6] UDM: NFV-based prevention mechanism against DDoS attack on SDN controller
    Qian H.
    Xue H.
    Chen M.
    Tongxin Xuebao/Journal on Communications, 2019, 40 (03): : 116 - 124
  • [7] Data Driven Resource Allocation for NFV-Based Internet of Things
    Tian, Xiaohua
    Huang, Wenguang
    Yu, Ziao
    Wang, Xinbing
    IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (05): : 8310 - 8322
  • [8] Profit-Driven Resource Provisioning in NFV-based Environments
    Racheg, Walid
    Ghrada, Nadir
    Zhani, Mohamed Faten
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [9] DeMONS: A DDoS Mitigation NFV Solution
    Garcia, Vinicius F.
    Gaiardo, Guilherme de F.
    Marcuzzo, Leonardo da C.
    Nunes, Raul C.
    dos Santos, Carlos Raniery P.
    PROCEEDINGS 2018 IEEE 32ND INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2018, : 769 - 776
  • [10] Holistic DDoS Mitigation Using NFV
    Alharbi, Talal
    Aljuhani, Ahamed
    Liu, Hang
    2017 IEEE 7TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE IEEE CCWC-2017, 2017,