Monitoring in fog computing: state-of-the-art and research challenges Online publication date:: Tue, 02-Mar-2021
by Haftay Gebreslasie Abreha; Carlos J. Bernardos; Antonio De La Oliva; Luca Cominardi; Arturo Azcorra
International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), Vol. 36, No. 2, 2021
Abstract: Fog computing has rapidly become a widely accepted computing paradigm to mitigate cloud computing-based infrastructure limitations such as scarcity of bandwidth, large latency, security, and privacy issues. Fog computing resources and applications dynamically vary at run-time, and they are highly distributed, mobile, and appear-disappear rapidly at any time over the internet. Therefore, to ensure the quality of service and experience for end-users, it is necessary to comply with a comprehensive monitoring approach. However, the volatility and dynamism characteristics of fog resources make the monitoring design complex and cumbersome. The aim of this article is therefore three-fold: 1) to analyse fog computing-based infrastructures and existing monitoring solutions; 2) to highlight the main requirements and challenges based on a taxonomy; 3) to identify open issues and potential future research directions.
Online publication date:: Tue, 02-Mar-2021
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