Critical analysis of resource sharing and optimization in fog clustering

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Samwini, Hezekiah, Raza, Mohsin, Pereira, Ella, Khan, Umar and Awais, Muhammad (2024) Critical analysis of resource sharing and optimization in fog clustering. In: 2024 International Conference on Emerging Trends in Smart Technologies (ICETST), 2024-10-10 - 2024-10-11, Karachi, Pakistan.

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Abstract

Fog computing aims to process data closer to its source to reduce latency and enhance application performance. However, the integration of an additional fog layer introduces complexities in resource management and service guarantees. This paper critically analyzes resource sharing and optimization in fog clustering, focusing on adaptive middleware designed to manage resources within and across fog clusters. We present a novel middleware architecture that facilitates efficient load balancing, task scheduling, and inter-cluster communication. The middleware’s performance is evaluated through simulations using OMNeTH++, highlighting improvements in response time and resource utilization compared to traditional cloud processing.

Item Type:	Conference or Workshop Item (Paper)
Faculty \ School:	Faculty of Science > School of Computing Sciences
UEA Research Groups:	Faculty of Science > Research Groups > Cyber Intelligence and Networks Faculty of Science > Research Groups > Data Science and AI Faculty of Science > Research Groups > Health Technologies
Related URLs:	https://research.edgehill.ac.uk/en/publi... https://ieeexplore.ieee.org/document/107...
Depositing User:	LivePure Connector
Date Deposited:	18 Jun 2025 12:30
Last Modified:	23 Jul 2025 00:09
URI:	https://ueaeprints.uea.ac.uk/id/eprint/99623
DOI:	10.1109/ICETST62952.2024.10737978

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