A Self-Configuration Controller To Detect, Identify, and Recover Misconfiguration at IoT Edge Devices and Containerized Cluster System

Areeg Samir, Håvard Dagenborg

2023

Abstract

Misconfiguration of IoT edge devices and containerized backend components can lead to various complications like performance degradation, non-compliant data flows, and external vulnerabilities. In this paper, we propose a self-configurable cluster controller that uses the hierarchical hidden Markov model to detect, identify, and recover from misconfiguration at the container and network communication level. Our experimental evaluations show that our controller can reduce the effects of misconfiguration and improves system performance and reliability.

Paper Citation

in Harvard Style

Samir A. and Dagenborg H. (2023). A Self-Configuration Controller To Detect, Identify, and Recover Misconfiguration at IoT Edge Devices and Containerized Cluster System. In Proceedings of the 9th International Conference on Information Systems Security and Privacy - Volume 1: ICISSP, ISBN 978-989-758-624-8, pages 765-773. DOI: 10.5220/0011893700003405

in Bibtex Style

@conference{icissp23,
author={Areeg Samir and Håvard Dagenborg},
title={A Self-Configuration Controller To Detect, Identify, and Recover Misconfiguration at IoT Edge Devices and Containerized Cluster System},
booktitle={Proceedings of the 9th International Conference on Information Systems Security and Privacy - Volume 1: ICISSP,},
year={2023},
pages={765-773},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011893700003405},
isbn={978-989-758-624-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 9th International Conference on Information Systems Security and Privacy - Volume 1: ICISSP,
TI - A Self-Configuration Controller To Detect, Identify, and Recover Misconfiguration at IoT Edge Devices and Containerized Cluster System
SN - 978-989-758-624-8
AU - Samir A.
AU - Dagenborg H.
PY - 2023
SP - 765
EP - 773
DO - 10.5220/0011893700003405