Edge and Cloud Computing: A Survey of Architectures, Challenges, and Opportunities

The popularity of IoT devices these days demands low-latency applications have exposed the limitations of traditional Cloud Computing. Edge paradigm has emerged with a different approach, by bringing computation & storage nearer to the sources of data. This paper provides a survey on Edge-Cloud computing by focusing on its architecture models, challenges faced in adopting the said models and future opportunities. Finally, we explore the promising future of this system as well as its implementation in the synergy with AI/ML and impact on 5G/6G networks. This survey serves as a valuable lesson for understanding the present state and future evolution of Edge & Cloud Computing.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-06
DOI
https://doi.org/10.5281/zenodo.18160917
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
0.00
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article

Edge and Cloud Computing: A Survey of Architectures, Challenges, and Opportunities

Gajanan M. Naik, Aryan Manhas
Zenodo (CERN European Organization for Nuclear Research)
IoT and Edge/Fog Computing
article

Edge and Cloud Computing: A Survey of Architectures, Challenges, and Opportunities

Gajanan M. Naik, Aryan Manhas
article en

Abstract

The popularity of IoT devices these days demands low-latency applications have exposed the limitations of traditional Cloud Computing. Edge paradigm has emerged with a different approach, by bringing computation & storage nearer to the sources of data. This paper provides a survey on Edge-Cloud computing by focusing on its architecture models, challenges faced in adopting the said models and future opportunities. Finally, we explore the promising future of this system as well as its implementation in the synergy with AI/ML and impact on 5G/6G networks. This survey serves as a valuable lesson for understanding the present state and future evolution of Edge & Cloud Computing.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 97%
IoT and Edge/Fog Computing
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