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Edge Computing and Cloud Computing for Internet of Things: A Review

160
Citations
September 30, 2024
Published Date

Research Abstract & Technology Focus

The rapid expansion of the Internet of Things ecosystem has created an urgent need for efficient data processing and analysis technologies. This review aims to systematically examine and compare edge computing, cloud computing, and hybrid architectures, focusing on their applications within IoT environments. The methodology involved a comprehensive search and analysis of peer-reviewed journals, conference proceedings, and industry reports, highlighting recent advancements in computing technologies for IoT. Key findings reveal that edge computing excels in reducing latency and enhancing data privacy through localized processing, while cloud computing offers superior scalability and flexibility. Hybrid approaches, such as fog and mist computing, present a promising solution by combining the strengths of both edge and cloud systems. These hybrid models optimize bandwidth use and support low-latency, privacy-sensitive applications in IoT ecosystems. Hybrid architectures are identified as particularly effective for scenarios requiring efficient bandwidth management and low-latency processing. These models represent a significant step forward in addressing the limitations of both edge and cloud computing for IoT, offering a balanced approach to data analysis and resource management.
computing cloud internet things review
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What is the core focus of the research titled 'Edge Computing and Cloud Computing for Internet of Things: A Review'?

This literature focuses on: The rapid expansion of the Internet of Things ecosystem has created an urgent need for efficient data processing and analysis technologies. This review aims to systematically examine and compare edge computing, cloud computing, and hybrid architec...

Are there open-source GitHub repositories related to Edge Computing and Cloud Computing for Internet of Things: A Review?

Yes, open-source projects like RunanywhereAI/RCLI (Talk to your Mac, query your docs, no cloud required. On-device voice AI + RAG) are actively building upon these concepts.

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What other academic literature is closely related to 'Edge Computing and Cloud Computing for Internet of Things: A Review'?

Yes, highly correlated activity was mapped. An entry titled 'Edge Computing and Cloud Computing for Internet of Things: A Review' discusses this: The rapid expansion of the Internet of Things ecosystem has created an urgent need for efficient data processing and analysis technologies. This re...

Are there commercial applications of 'Edge Computing and Cloud Computing for Internet of Things: A Review' in market news publications?

Yes, highly correlated activity was mapped. An entry titled 'Unique Capabilities of Edge Computing in IoT' discusses this: Beyond the cloud: The unique power of edge computing to reduce latency and secure IoT data.

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  • GitHub
    RunanywhereAI/RCLI
    Talk to your Mac, query your docs, no cloud required. On-device voi...
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    HKUDS/OpenSpace
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    Unified workspace for parallel local/cloud agents and MCPs

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