Resource Allocation for Video Transcoding and Delivery Based on Mobile Edge Computing and Blockchain

被引:0
|
作者
Liu, Yiming [1 ,2 ]
Yu, F. Richard [3 ]
Li, Xi [1 ,2 ]
Ji, Hong [1 ]
Leung, Victor C. M. [2 ]
机构
[1] Beijing Univ Posts & Telecommun, Key Lab Universal Wireless Commun, Beijing, Peoples R China
[2] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC, Canada
[3] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON, Canada
关键词
Video transcoding; Blockchain; Smart contracts; Mobile edge computing; Resource allocation; Stackelberg game; SERVICES;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
By bringing computing capabilities to the network edge, mobile edge computing (MEC) has emerged as a promising technique to enable low-latency video streaming services. However, due to the rapid growth of the number of devices and the heterogeneous formats of the video streams, the traditionally centralized content delivery schemes are insufficient to provide secure, adaptive video services with low complexity. To achieve a decentralized content market among untruthful parties (e.g., users and operators), in this paper, we propose an effective video transcoding and delivery approach based on MEC and blockchain. In the proposed approach, we envision a set of blockchain-based smart contracts to build an autonomous content delivery market, where all the participants are financially enforced by smart contract terms. Then, users, small base stations (SBSs), and content provider (CP) are able to autonomously adjust their strategies according to the content market statistics. Moreover, we formulate the optimization problem, including resource allocation, determining content price and quality levels of contents, as a three-stage Stackelberg game. We analyze the subgame equilibrium for each stage and the interplays of the three-stage game. Lastly, an iterative algorithm is proposed to obtain the solution. Simulation results are presented to show the effectiveness of the proposed approach.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Green resource allocation for mobile edge computing
    Meng, Anqi
    Wei, Guandong
    Zhao, Yao
    Gao, Xiaozheng
    Yang, Zhanxin
    DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 9 (05) : 1190 - 1199
  • [22] Green resource allocation for mobile edge computing
    Anqi Meng
    Guandong Wei
    Yao Zhao
    Xiaozheng Gao
    Zhanxin Yang
    Digital Communications and Networks, 2023, 9 (05) : 1190 - 1199
  • [23] JORA: Blockchain-based efficient joint computing offloading and resource allocation for edge video streaming systems
    Yuan, Shijing
    Li, Jie
    Wu, Chentao
    JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 133
  • [24] Resource Allocation and Consensus on Edge Blockchain in Pervasive Edge Computing Environments
    Huang, Yaodong
    Zhang, Jiarui
    Duan, Jun
    Xiao, Bin
    Ye, Fan
    Yang, Yuanyuan
    2019 39TH IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2019), 2019, : 1476 - 1486
  • [25] Resource Allocation for Edge Computing-based Blockchain: A Game Theoretic Approach
    Guo, Wenlong
    Chang, Zheng
    Guo, Xijuan
    Jayakody, Dushnatha Nalin K.
    Ristaniemi, Tapani
    2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2020,
  • [26] Dynamic resource allocation engine for cloud-based real-time video transcoding in mobile cloud computing environments
    Adedayo, Bada
    Wang, Qi
    Calm, Jose M. Alcaraz
    Grecos, Christos
    REAL-TIME IMAGE AND VIDEO PROCESSING 2015, 2015, 9400
  • [27] Edge Computing Resource Allocation for Unmanned Aerial Vehicle Assisted Mobile Network With Blockchain Applications
    Xu, Haitao
    Huang, Wentao
    Zhou, Yunhui
    Yang, Dongmei
    Li, Ming
    Han, Zhu
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (05) : 3107 - 3121
  • [28] ETRA: Efficient Three-Stage Resource Allocation Auction for Mobile Blockchain in Edge Computing
    Xia, Chengpeng
    Chen, Hui
    Liu, Xuelian
    Wu, Jigang
    Chen, Long
    2018 IEEE 24TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS 2018), 2018, : 701 - 705
  • [29] Cloud/Edge Computing Resource Allocation and Pricing for Mobile Blockchain: An Iterative Greedy and Search Approach
    Fan, Yuqi
    Wang, Lunfei
    Wu, Weili
    Du, Dingzhu
    IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 8 (02) : 451 - 463
  • [30] Trusted Mobile Edge Computing: DAG Blockchain-Aided Trust Management and Resource Allocation
    Yang, Weiwei
    Shi, Long
    Liang, Hui
    Zhang, Wei
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (05) : 5006 - 5018