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
来源
2023 IEEE 9TH WORLD FORUM ON INTERNET OF THINGS, WF-IOT | 2023年
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 17 条
[1]   The Internet of Things: A survey [J].
Atzori, Luigi ;
Iera, Antonio ;
Morabito, Giacomo .
COMPUTER NETWORKS, 2010, 54 (15) :2787-2805
[2]  
Belferd A. N. E., 2022, INT C ADV EL ENG ICA, P1
[3]   A survey on fog computing for the Internet of Things [J].
Bellavista, Paolo ;
Berrocal, Javier ;
Corradi, Antonio ;
Das, Sajal K. ;
Foschini, Luca ;
Zanni, Alessandro .
PERVASIVE AND MOBILE COMPUTING, 2019, 52 :71-99
[4]  
Canonical Ltd, 2023, Microk8s: Get started
[5]  
Forsstrom S., 2022, INF P SWED NAT COMP, P24
[6]  
K3s Project, 2023, K3s:Requirements
[7]  
K3s Project, 2023, K3s: Using docker as the container runtime
[8]  
Koziolek Heiko, 2023, ICPE '23: Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering, P17, DOI 10.1145/3578244.3583737
[9]  
Pallewatta S., 2023, arXiv
[10]   Multi-Level Resource Sharing Framework Using Collaborative Fog Environment for Smart Cities [J].
Qayyum, Tariq ;
Trabelsi, Zouheir ;
Malik, Asad Waqar ;
Hayawi, Kadhim .
IEEE ACCESS, 2021, 9 (09) :21859-21869