Blockchain Storage and Computation Offloading for Cooperative Mobile-Edge Computing

【Author】 Zuo, Yiping; Jin, Shi; Zhang, Shengli; Zhang, Yan

【Source】IEEE INTERNET OF THINGS JOURNAL

【影响因子】10.238

【Abstract】To enable more Internet-of-Things (IoT) devices for participating in the Proof-of-Work (PoW) mining process of public blockchains, we propose a cooperative mobile-edge computing (MEC)-aided blockchain network. In the network, devices can offload computation-intensive PoW mining tasks to base stations and store their block data to the cloud service provider. Then, we study the joint computation offloading, block storage, and resource service pricing problem as a three-stage Stackelberg game. We analyze the subgame optimization problem in each stage and propose an iterative algorithm based on backward induction to achieve the Nash equilibrium of the Stackelberg game. Furthermore, we derive the upper bound of the ergodic throughput of the cooperative scheme and the maximum number of devices connected to the network. The analysis shows that the proposed cooperative MEC-aided blockchain network can significantly improve the system throughput, and more devices can access the blockchain network. Analytical results show that the proposed backward induction-based iterative algorithm can efficiently attain the Nash equilibrium of the game. Numerical results show that our proposed backward induction-based iterative algorithm has fast convergence and good stability, and the proposed cooperative scheme can serve more devices in comparison with other noncooperative schemes.

【Keywords】Blockchain; Games; Task analysis; Computational modeling; Servers; Internet of Things; Data mining; Block storage; blockchain; computation offloading; cooperative; Stackelberg game

【发表时间】2021 44713

【收录时间】2022-01-02

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