CrowdBC: A Blockchain-Based Decentralized Framework for Crowdsourcing

众包 计算机科学 可扩展性 单点故障 众包软件开发 计算机安全 服务器 可用性 块链 服务(商务) 数据库事务 数据科学 万维网 分布式计算 软件 软件系统 数据库 人机交互 经济 经济 软件建设 程序设计语言
作者
Ming Li,Jian Weng,Anjia Yang,Wei Lu,Yue Zhang,Lin Hou,Jia-Nan Liu,Yang Xiang,Robert H. Deng
出处
期刊:IEEE Transactions on Parallel and Distributed Systems [Institute of Electrical and Electronics Engineers]
卷期号:30 (6): 1251-1266 被引量:475
标识
DOI:10.1109/tpds.2018.2881735
摘要

Crowdsourcing systems which utilize the human intelligence to solve complex tasks have gained considerable interest and adoption in recent years. However, the majority of existing crowdsourcing systems rely on central servers, which are subject to the weaknesses of traditional trust-based model, such as single point of failure. They are also vulnerable to distributed denial of service (DDoS) and Sybil attacks due to malicious users involvement. In addition, high service fees from the crowdsourcing platform may hinder the development of crowdsourcing. How to address these potential issues has both research and substantial value. In this paper, we conceptualize a blockchain-based decentralized framework for crowdsourcing named CrowdBC, in which a requester's task can be solved by a crowd of workers without relying on any third trusted institution, users' privacy can be guaranteed and only low transaction fees are required. In particular, we introduce the architecture of our proposed framework, based on which we give a concrete scheme. We further implement a software prototype on Ethereum public test network with real-world dataset. Experiment results show the feasibility, usability, and scalability of our proposed crowdsourcing system.
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