Intelligent Terminal Computation Offloading Method Based on the Incentive of Reputation Value

【Author】 Zhi, Hui; Wu, Yinliang; Zhang, Xinyu; Yang, Lixia

【Source】IEEE ACCESS

【影响因子】3.476

【Abstract】Existing researches that apply blockchain into computation offloading do not consider the enthusiasm of terminals to participate in computation offloading, the fairness of terminals to obtain bookkeeping right and the consensus mechanism that applicable to computation offloading between terminals. So, in this paper, a computation offloading method based on reputation value incentive is proposed, and the detailed workflow of this method is designed. In the workflow, a computation resource allocation method based on dynamic adjustment auction, a mining difficulty setting method based on intelligent terminal devices (ITDs) clustering and an improved POW consensus mechanism based on reputation value (RVPOW) are proposed to ensure the fairness of ITDs to obtain bookkeeping right and improve the enthusiasm of ITDs to participate in computation offloading and blockchain consensus. Simulation results show that the proposed computation offloading method can encourage ITDs to participate in computation offloading, and the RVPOW consensus mechanism can achieve fast consensus.

【Keywords】Consensus protocol; Clustering methods; Resource management; Heuristic algorithms; Computational modeling; Servers; Data security; Blockchains; Computation offloading; blockchain; K-means clustering; reputation value

【发表时间】2022

【收录时间】2022-11-21

【文献类型】实证数据

【主题类别】

区块链技术-核心技术-共识机制