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Securing Clustered Edge Intelligence With Blockchain

delete2024-01-01
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PRE
AI
C
Chinmaya Kumar Dehury
S
Satish Narayana Srirama *
P
Praveen Kumar Donta
S
Schahram Dustdar
DOI:10.1109/MCE.2022.3164529delete
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Abstract

Abstract

En 中文
The devices at the edge of a network are not only responsible for sensing the surrounding environment but are also made intelligent enough to learn and react to the environment. Clustered Edge Intelligence (CEI) emphasizes intelligence-centric clustering instead of device-centric clustering. It allows the devices to share their knowledge and events with other devices and the remote fog or cloud servers. However, recent advancements facilitate the traceability of the events' history by analyzing edge devices' event logs, which are compute intensive and easy to alter. This article focuses on a blockchain-based solution for CEI that makes the edge devices' events history immutable and easily traceable. This article further explains how the edge devices' activities and the environmental data can be secured from the source device to the cloud servers. Such a secured CEI mechanism can be applied in establishing a transparent and efficient smart city, supply chain, logistics, and transportation systems.
Keywords:
Blockchains
Cloud computing
Inductors
Payloads
Edge computing
Solar panels
Consumer electronics
Edge Intelligence
IoT
clustered edge intelligence
blockchain
security
smart environment

Journal

IEEE Consumer Electronics Magazine cover
IEEE Consumer Electronics Magazine
IF:
4.1
Papers:
1.3K
Citations:
1.8K

Organization

U
University of Tartu
Scholars:
1.1W
Papers: 7.5K
Citations: 1.5W
T
Technische Universitat Wien
Scholars:
1.3W
Papers: 1.1W
Citations: 21
U
University of Hyderabad
Scholars:
3.9K
Papers: 3.2K
Citations: 3.7K
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