Resource Management and Pricing for Cloud Computing Based Mobile Blockchain With Pooling

【Author】 Wang, Junfei; Li, Jing; Gao, Zhen; Han, Zhu; Qiu, Chao; Wang, Xiaofei

【Source】IEEE TRANSACTIONS ON CLOUD COMPUTING

【影响因子】5.697

【Abstract】In a public blockchain system applying Proof of Work (PoW), the participants need to compete with their computing resources for reward, which is challenging for resource-limited devices. Mobile blockchain is proposed to facilitate the application of blockchain for mobile service, in which the lightweight devices can participate mining by renting resources from the Cloud Computing Service Provider (CCSP), but CCSP usually does not have the information about the demand preference of users. In this article, a contract model is adopted to address the cloud computing resource allocation and pricing problem in the mobile blockchain. In particular, an adverse selection contract solution is proposed to overcome the information asymmetry problem, and resource pooling is introduced to improve the stability of users' rewards. Simulation results show that the information asymmetry problem is well overcome by adverse selection contract so that CCSP can obtain more utility than linear pricing contracts. Furthermore, the resource pooling could effectively improve the users' and CCSP's utilities. When the size of the mining pool is large enough, it can achieve an improvement effect of more than 10 times. The effect of pool size and user type distribution on CCSP's utility is also studied.

【Keywords】Cloud computing; blockchain; contract theory; resource pooling

【发表时间】2023 1-Jan

【收录时间】2023-05-15

【文献类型】实验仿真

【主题类别】

区块链技术-协同技术-云计算