Computation Offloading and Content Caching n Wireless Blockchain Networks With Mobile Edge Computing

被引:234
作者
Liu, Mengting [1 ]
Yu, F. Richard [2 ]
Teng, Yinglei [1 ]
Leung, Victor C. M. [3 ]
Song, Mei [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Beijing Key Lab Space Ground Interconnect & Conve, Beijing 100876, Peoples R China
[2] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
[3] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
基金
国家重点研发计划; 中国国家自然科学基金; 北京市自然科学基金;
关键词
Mobile edge computing; blockchain; computation offloading; content caching; stochastic geometry; MANAGEMENT;
D O I
10.1109/TVT.2018.2866365
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Blockchain technology has been applied in a variety of fields due to its capability of establishing trust in a decentralized fashion. However, the application of blockchain in wireless mobile networks is hindered by a major challenge brought by the proof-of-work puzzle during the mining process, which sets a high demand for the computational capability and storage availability in mobile devices. To address this problem, we propose a novel mobile edge computing (MEC) enabled wireless blockchain framework where the computation-intensive mining tasks can be offloaded to nearby edge computing nodes and the cryptographic hashes of blocks can be cached in the MEC server. Particularly, two offloading modes are considered, i.e., offloaded to the nearby access point or a group of nearby users. First, we conduct the performance analysis of each mode with stochastic geometry methods. Then, the joint offloading decision and caching strategy is formulated as an optimization problem. Furthermore, an alternating direction method of multipliers based algorithm is utilized to solve the problem in a distributed manner. Finally, simulation results demonstrate the effectiveness of our proposed scheme.
引用
收藏
页码:11008 / 11021
页数:14
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