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LayerChain: A Hierarchical Edge-Cloud Blockchain for Large-Scale Low-Delay Industrial Internet of Things Applications

Yao Yu, Shumei Liu, Phee Lep Yeoh, Branka Vucetic, Yonghui Li

2020IEEE Transactions on Industrial Informatics66 citationsDOI

Abstract

The combination of pervasive edge computing and blockchain technologies opens up significant possibilities for industrial Internet of Things (IIoT) applications, but there are several critical limitations regarding efficient storage and rapid response for large-scale low-delay IIoT scenarios. To address these limitations, in this article we propose a hierarchical edge-cloud blockchain called LayerChain. Specifically, to promote scalability, we design a layered structure to hierarchically store the blockchain data in multiple distributed clouds and edge nodes. Next, we propose a node classification method to accommodate differences between the edge nodes when deploying the blockchain. Moreover, to mitigate lengthy delays during block propagation, we propose a tree-based clustering algorithm where blocks are propagated through different clusters with a compressed tree depth. Simulation results show that our LayerChain efficiently reduces the system's resource requirements and block propagation time, making it well-suited for large-scale low-delay IIoT applications.

Topics & Concepts

Computer scienceScalabilityBlockchainCloud computingDistributed computingEnhanced Data Rates for GSM EvolutionEdge computingBlock (permutation group theory)The InternetNode (physics)Computer networkEdge deviceTree (set theory)Computer securityDatabaseEngineeringTelecommunicationsOperating systemMathematicsGeometryStructural engineeringMathematical analysisBlockchain Technology Applications and SecurityIoT and Edge/Fog ComputingCaching and Content Delivery
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