Resource Allocation Based on Reverse Auction Algorithm in Edge Computing Environment

被引:1
|
作者
Zhu, Xinfeng [1 ]
Zhang, Zhihao [1 ]
Wang, Yanling [2 ]
Wang, Guohai [3 ]
机构
[1] Yangzhou Univ, Coll Informat Engn, Yangzhou 225127, Jiangsu, Peoples R China
[2] Zhejiang Sci Tech Univ, Sch Informat Sci & Technol, Hangzhou, Zhejiang, Peoples R China
[3] China Elect Technol Co Avion Ltd, Chengdu, Sichuan, Peoples R China
来源
CLOUD COMPUTING AND SECURITY, PT III | 2018年 / 11065卷
关键词
Edge calculation; Auction; Balanced load; Decrease delay;
D O I
10.1007/978-3-030-00012-7_23
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
With the exploding growth in the number of devices and data traffic, cloud networks face challenges such as high speeds and low latency. The traditional edge calculation is to send data that can't be processed by the local edge server to the remote cloud for processing. This will put great pressure on the remote cloud server, and the data will have relatively large transmission delay through the intermediate device. For this problem, this paper proposes an edge calculation method based on reverse auction algorithm to process the data nearby, and adopts the idea of reverse auction to distribute the overloaded data to the edge server with less load, reduce the transmission delay, improve the user experience, and balance the server load. The final simulation results show that allocating overloaded data to adjacent edge server for processing can make server load balance and significantly reduce transmission delay compared to sending to remote cloud.
引用
收藏
页码:245 / 252
页数:8
相关论文
共 50 条
  • [41] An ANN based bidding strategy for resource allocation in cloud computing using IoT double auction algorithm
    Abbas, Muhammad Adeel
    Iqbal, Zeshan
    Khan, Farrukh Zeeshan
    Alsubai, Shtwai
    Binbusayyis, Adel
    Alqahtani, Abdullah
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2022, 52
  • [42] Resource Allocation Algorithm of Network Slicing Based on Online Auction
    Liang Liang
    Wu Yanfei
    Feng Gang
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2019, 41 (05) : 1187 - 1193
  • [43] An Auction-based Resource Allocation Model for Green Cloud Computing
    Tram Truong Huu
    Tham, Chen-Khong
    PROCEEDINGS OF THE 2013 IEEE INTERNATIONAL CONFERENCE ON CLOUD ENGINEERING (IC2E 2013), 2013, : 269 - 278
  • [44] Resource Allocation Method of Industrial Terminal Edge Computing Based on Reinforcement Learning Algorithm
    Lu, Guanghua
    Zhang, Wei
    Ma, Lijun
    Liu, Mingbo
    Gao, Lei
    Wang, Zenghai
    Hou, Rui
    Yang, Jie
    Sun, Yingxue
    2022 INTERNATIONAL CONFERENCE ON INDUSTRIAL IOT, BIG DATA AND SUPPLY CHAIN, IIOTBDSC, 2022, : 62 - 67
  • [45] Resource Allocation Scheduling Algorithm Based on Incomplete Information Dynamic Game for Edge Computing
    Wang, Bo
    Li, Mingchu
    INTERNATIONAL JOURNAL OF WEB SERVICES RESEARCH, 2021, 18 (02) : 1 - 24
  • [46] A cloud computing resource allocation model based on combinatorial double auction
    Xu, Jun
    2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE), 2016, : 5 - 8
  • [47] Novel Resource Allocation Algorithm of Edge Computing Based on Deep Reinforcement Learning Mechanism
    Zhang, Degan
    Fan, Hongrui
    Zhang, Jie
    19TH IEEE INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED PROCESSING WITH APPLICATIONS (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2021), 2021, : 437 - 444
  • [48] Distributed Edge Computing Resource Allocation Algorithm Based on DRL in LTE Access Network
    Li, Huan
    Wang, Gang
    Liu, Yang
    Ren, Shuai
    Li, Tong
    Wang, Dongdong
    2020 THE 4TH INTERNATIONAL CONFERENCE ON SMART GRID AND SMART CITIES (ICSGSC 2020), 2020, : 88 - 94
  • [49] Reinforcement-Learning- and Belief-Learning-Based Double Auction Mechanism for Edge Computing Resource Allocation
    Li, Quanyi
    Yao, Haipeng
    Mai, Tianle
    Jiang, Chunxiao
    Zhang, Yan
    IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (07): : 5976 - 5985
  • [50] A Real-time Task Offloading Strategy based on Double Auction for Optimal Resource Allocation in Edge Computing
    Gao, Zhipeng
    Yao, Congcong
    Xiao, Kaile
    Mo, Zijia
    Wang, Qian
    Yang, Yang
    2019 7TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD 2019), 2019, : 9 - 16