Edge Computing: Opportunities and Challenges

Edge computing has emerged as an innovative paradigm, promising to reshape the landscape of computational processing by bringing data closer to the source of generation, namely Internet of Things (IoT) devices. As the proliferation of IoT devices surges, so does the need for efficient, low-latency processing. Edge computing addresses these demands by decentralizing computational tasks, optimizing bandwidth, and ensuring rapid data processing. This paper delves into the nuances of edge computing, highlighting its distinct advantages, particularly in latency reduction and bandwidth conservation. However, with these opportunities come challenges, notably in the domain of security. Through a systematic review and simulation-based experimentation, this research affirms the transformative potential of edge computing, while also underscoring the need for robust security frameworks. The study concludes with a forward-looking perspective, emphasizing areas of future research including security enhancements, integration with 5G technology, energy-efficient architectures, and cross-domain applications.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-09-30
DOI
https://doi.org/10.5281/zenodo.14930557
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
0.00
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article

Edge Computing: Opportunities and Challenges

Zenodo (CERN European Organization for Nuclear Research)
IoT and Edge/Fog Computing
article

Edge Computing: Opportunities and Challenges

article en

Abstract

Edge computing has emerged as an innovative paradigm, promising to reshape the landscape of computational processing by bringing data closer to the source of generation, namely Internet of Things (IoT) devices. As the proliferation of IoT devices surges, so does the need for efficient, low-latency processing. Edge computing addresses these demands by decentralizing computational tasks, optimizing bandwidth, and ensuring rapid data processing. This paper delves into the nuances of edge computing, highlighting its distinct advantages, particularly in latency reduction and bandwidth conservation. However, with these opportunities come challenges, notably in the domain of security. Through a systematic review and simulation-based experimentation, this research affirms the transformative potential of edge computing, while also underscoring the need for robust security frameworks. The study concludes with a forward-looking perspective, emphasizing areas of future research including security enhancements, integration with 5G technology, energy-efficient architectures, and cross-domain applications.

Zenodo (CERN European Organization for Nuclear Research)
University of Florida (US)
Openalex Percentile: Top 60%
IoT and Edge/Fog Computing
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Edge Computing: Opportunities and Challenges · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS