Comparative Analysis of Various Edge Computing Systems and Tools

Fast application development is made possible by edge computing platforms, which integrate compute, storage, and network resources at the edge of the network and are powered by 5G and IoT communications. In the IoE age, Edge Computing is essential to address problems like deployment, security, and service migration. But as Blockchain, AI, and Microservices have developed, their shortcomings are becoming more apparent. This survey addresses open issues for system analysis and design, compares open-source tools, explores energy efficiency and deep learning optimisation, and gives an overview of edge computing research, definition, model, and characteristics. It also gives an overview of current edge computing systems. Keywords: Edge Computing system, IoT, Energy Efficiency, Deep Learning Optimization

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Publication Details

Journal
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Published
2024-10-17
DOI
https://doi.org/10.55041/ijsrem37928
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
0.00
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article

Comparative Analysis of Various Edge Computing Systems and Tools

M. R. Ramya, M. Pradeepa
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
IoT and Edge/Fog Computing
article

Comparative Analysis of Various Edge Computing Systems and Tools

M. R. Ramya, M. Pradeepa
article en

Abstract

Fast application development is made possible by edge computing platforms, which integrate compute, storage, and network resources at the edge of the network and are powered by 5G and IoT communications. In the IoE age, Edge Computing is essential to address problems like deployment, security, and service migration. But as Blockchain, AI, and Microservices have developed, their shortcomings are becoming more apparent. This survey addresses open issues for system analysis and design, compares open-source tools, explores energy efficiency and deep learning optimisation, and gives an overview of edge computing research, definition, model, and characteristics. It also gives an overview of current edge computing systems. Keywords: Edge Computing system, IoT, Energy Efficiency, Deep Learning Optimization

INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTVol. 08(10)
Affordable and clean energy
Openalex Percentile: Top 80%
IoT and Edge/Fog Computing
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