Edge Computing with Big Data Cloud Architecture: A Case Study in Smart Building

Inibhunu, Catherine; McGregor, Carolyn

doi:10.1109/bigdata50022.2020.9377918

Cited by 4 publications

(1 citation statement)

References 5 publications

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“…In addition, developing the EC-IoT architecture is equally relevant to developing technologies such as cloud computing [63], big data [64,65], 5G [66,67], arithmetic networks [68], cloud-native [69] and blockchain [70,71]. The convergence of EC-IoT architecture with technologies such as AI provides technologies and methods for EC-IoT, in addition to the advantages of edge computing, such as low latency and reduced bandwidth, where data generated at the edge of the network can be unlocked to its full potential and scalability.…”

Section: Edge Cachingmentioning

confidence: 99%

Application and Research of IoT Architecture for End-Net-Cloud Edge Computing

Zhang

Zhou

et al. 2022

Electronics

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At the edge of the network close to the source of the data, edge computing deploys computing, storage and other capabilities to provide intelligent services in close proximity and offers low bandwidth consumption, low latency and high security. It satisfies the requirements of transmission bandwidth, real-time and security for Internet of Things (IoT) application scenarios. Based on the IoT architecture, an IoT edge computing (EC-IoT) reference architecture is proposed, which contained three layers: The end edge, the network edge and the cloud edge. Furthermore, the key technologies of the application of artificial intelligence (AI) technology in the EC-IoT reference architecture is analyzed. Platforms for different EC-IoT reference architecture edge locations are classified by comparing IoT edge computing platforms. On the basis of EC-IoT reference architecture, an industrial Internet of Things (IIoT) edge computing solution, an Internet of Vehicles (IoV) edge computing architecture and a reference architecture of the IoT edge gateway-based smart home are proposed. Finally, the trends and challenges of EC-IoT are examined, and the EC-IoT architecture will have very promising applications.

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