Incentive-Driven Computation Offloading in Blockchain-Enabled E-Commerce

Author:

Deng Shuiguang1,Cheng Guanjie1,Zhao Hailiang1,Gao Honghao2,Yin Jianwei1

Affiliation:

1. Zhejiang University, Hangzhou, China

2. Shanghai University, Hangzhou, China

Abstract

Blockchain is regarded as one of the most promising technologies to upgrade e-commerce. This article analyzes the challenges that current e-commerce is facing and introduces a new scenario of e-commerce enabled by blockchain. A framework is proposed for mining tasks in this scenario offloaded onto edge servers based on mobile edge computing. Then, the offloading issue is modeled as a multi-constrained optimization problem, and evolutionary algorithms are utilized and re-designed as solvers. The experimental results validate the efficiency of the framework and algorithms and also show that the lower bound of computation resources exists to obtain the maximum overall revenue.

Funder

National Science Foundation of China

Natural Science Foundation of Zhejiang Province

National Key Research and Development Program of China

Key Science and Technology Innovation Plan of Hangzhou

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications

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