Joint Optimization of Edge Computing Resource Pricing and Wireless Caching for Blockchain-Driven Networks

【Author】 Yang, Yi; Liu, Zijian; Liu, Zhixin; Xie, Yuan'ai; Chan, Kit Yan; Guan, Xinping

【Source】IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

【影响因子】6.239

【Abstract】In wireless communication networks, traffics of base stations (BS) can be effectively offloaded by sharing the cached content between mobile devices through wireless device-to-device (D2D) communication. To encourage the content caching of D2D users, a blockchain incentive scheme is proposed; the game theory is introduced to optimize the benefits for both the edge computing server (ECS) and D2D users in the blockchain network. In Stackelberg game, D2D users act as followers. After the successful implementation of the cache strategy, D2D users are rewarded by the system, which is a new block mining process. In this process, the required computing power is provided by the ECS. Therefore, D2D cache users need to pay the cost to purchase computing power from the ECS. As the game leader, the ECS prices the computing resources, and D2D users adjust their caching strategies based on the price. In this paper, we propose four algorithms based on different pricing methods and different cache reward methods. Simulations are performed to compare the cache quality and cache content dispersion of the four algorithms. The results show that the uniform pricing scheme with a linear reward relationship is more suitable for the scenarios that require higher cache quality, and the discriminatory pricing scheme with a nonlinear reward relationship is more suitable for the scenarios that require more evenly cache content distribution.

【Keywords】Device-to-device communication; Pricing; Games; Blockchains; Wireless communication; Mobile handsets; Edge computing; Resource allocation; D2D communications; blockchain; cache strategy; Stackelberg game; pricing

【发表时间】2022 JUN

【收录时间】2022-07-10

【文献类型】理论性文章

【主题类别】

区块链应用-实体经济-通信领域