Evaluating Scalable Work Distribution Using IoT Devices in Fog Computing Scenarios

被引:0
|
作者
Forsstroem, Stefan [1 ]
Lindqvist, Hans [1 ]
机构
[1] Mid Sweden Univ, Dept Comp & Elect Engn DET, Sundsvall, Sweden
关键词
Fog Computing; Internet of Things; Distributed systems; Scalability; Industry; 5.0; Industrial IoT; Raspberry Pi; Docker; Kubernetes; INTERNET;
D O I
10.1109/WF-IOT58464.2023.10539565
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article explores a solution using fog computing and Internet of Things technologies to address some of the drawbacks with cloud computing. We show the potential in the combination of scalable distributed systems technologies, for enabling a distributed cluster using typical lightweight IoT devices. Answering research questions related to the expected overhead, as well as how work and chunk size affect the computational time and scalability of the system. All in order to evaluate the performance and potential of this technology for Industry 5.0 and future industrial IoT applications. Our results show the great potential of the approach, but we also identify necessary improvements that needs to be made in order to achieve performance superiority over the traditional cloud approaches and for the technology to truly proliferate.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] YAFS: A Simulator for IoT Scenarios in fog Computing
    Lera, Isaac
    Guerrero, Carlos
    Juiz, Carlos
    IEEE ACCESS, 2019, 7 : 91745 - 91758
  • [2] Fog computing with P2P: enhancing fog computing bandwidth for IoT scenarios
    Rabay'a, Ahmad
    Schleicher, Eduard
    Graffi, Kalman
    2019 INTERNATIONAL CONFERENCE ON INTERNET OF THINGS (ITHINGS) AND IEEE GREEN COMPUTING AND COMMUNICATIONS (GREENCOM) AND IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING (CPSCOM) AND IEEE SMART DATA (SMARTDATA), 2019, : 82 - 89
  • [3] Balanced Computing Offloading for Selfish IoT Devices in Fog Computing
    Sun Yu-Jie
    Wang Hui
    Zhang Cheng-Xiang
    IEEE ACCESS, 2022, 10 : 30890 - 30898
  • [4] Groupchain: Towards a Scalable Public Blockchain in Fog Computing of IoT Services Computing
    Lei, Kai
    Du, Maoyu
    Huang, Jiyue
    Jin, Tong
    IEEE TRANSACTIONS ON SERVICES COMPUTING, 2020, 13 (02) : 252 - 262
  • [5] A Scalable Software Update Service for IoT Devices in Urban Scenarios
    Betancur, Veronica Toro
    Zamora, Jose Viquez
    Antikainen, Markku
    Di Francesco, Mario
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON THE INTERNET OF THINGS ( IOT 2019), 2019,
  • [6] Leveraging Fog Computing for Scalable IoT Datacenter Using Spine-Leaf Network Topology
    Okafor K.C.
    Achumba I.E.
    Chukwudebe G.A.
    Ononiwu G.C.
    Okafor, K.C. (kennedy.okafor@futo.edu.ng), 1600, Hindawi Limited, 410 Park Avenue, 15th Floor, 287 pmb, New York, NY 10022, United States (2017):
  • [7] Fog in the Clouds: UAVs to Provide Edge Computing to IoT Devices
    Faraci, Giuseppe
    Grasso, Christian
    Schembra, Giovanni
    ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2020, 20 (03)
  • [8] A trust computed framework for IoT devices and fog computing environment
    Rathee, Geetanjali
    Sandhu, Rajinder
    Saini, Hemraj
    Sivaram, M.
    Dhasarathan, Vigneswaran
    WIRELESS NETWORKS, 2020, 26 (04) : 2339 - 2351
  • [9] Mutual authentication scheme of IoT devices in fog computing environment
    Sunakshi Singh
    Vijay Kumar Chaurasiya
    Cluster Computing, 2021, 24 : 1643 - 1657
  • [10] A trust computed framework for IoT devices and fog computing environment
    Geetanjali Rathee
    Rajinder Sandhu
    Hemraj Saini
    M. Sivaram
    Vigneswaran Dhasarathan
    Wireless Networks, 2020, 26 : 2339 - 2351