Blockchain based energy efficient multi-tasking optimistic scenario for mobile edge computing

【Author】 Wu, Jianbin; Haider, Sami Ahmed; Soni, Mukesh; Kalra, Ashima; Deb, Nabamita

【Source】PEERJ COMPUTER SCIENCE

【影响因子】2.411

【Abstract】Mobile edge computational power faces the difficulty of balancing the energy consumption of many devices and workloads as science and technology advance. Most related research focuses on exploiting edge server computing performance to reduce mobile device energy consumption and task execution time during task processing. Existing research, however, shows that there is no adequate answer to the energy consumption balances between multi-device and multitasking. The present edge computing system model has been updated to address this energy consumption balance problem. We present a blockchain-based analytical method for the energy utilization balance optimization problem of multi-mobile devices and multitasking and an optimistic scenario on this foundation. An investigation of the corresponding approximation ratio is performed. Compared to the total energy demand optimization method and the random algorithm, many simulation studies have been carried out. Compared to the random process, the testing findings demonstrate that the suggested greedy algorithm can improve average performance by 66.59 percent in terms of energy balance. Furthermore, when the minimum transmission power of the mobile device is between five and six dBm, the greedy algorithm nearly achieves the best solution when compared to the brute force technique under the classical task topology.

【Keywords】Mobile edge computing; Energy balance; Greedy algorithm; Blockchain; Task offloading

【发表时间】2022 OCT 17

【收录时间】2022-11-30

【文献类型】实验仿真

【主题类别】

区块链技术-协同技术-边缘计算