FAST DATA: A Fair, Secure, and Trusted Decentralized IIoT Data Marketplace Enabled by Blockchain

【Author】 Dixit, Akanksha; Singh, Arjun; Rahulamathavan, Yogachandran; Rajarajan, Muttukrishnan

【Source】IEEE INTERNET OF THINGS JOURNAL

【影响因子】10.238

【Abstract】As the world calls it, data is the new oil. With vast installments of Industrial Internet of Things (IIoT) infrastructure, data is produced at a rate like never before. Similarly, artificial intelligence (AI) and machine learning (ML) solutions are getting integrated to numerous services, making them "smarter." However, the data remain fragmented in individual organizational silos inhibiting data value extraction to its full potential. Digital marketplaces are emerging to allow data owners to monetize these data. Yet concerns, such as privacy, security, and unfair payment settlement deter adoption of such platforms. In addition, the state-of-the-art platforms are under the control of large multinational corporations with no transparency between the buyer and seller in terms of payment details, listing, data discovery, and storage. In this work, a novel decentralized platform of a digital data marketplace for IoT data has been proposed. The platform leverages a decentralized data streaming network to host IoT data in a reliable and fault-tolerant manner. The platform ensures fair trading, data storage, and delivery in a privacy-preserving manner and trust metric calculation for actors in the network. In order to study the feasibility of the proposed platform, an opensource library is developed using Hyperledger Fabric and data network layer built on VerneMQ, the library is deployed on a real-time Google cloud platform. The library is tested and results are analyzed for throughput, overheads, and scalability. [Dixit, Akanksha; Rajarajan, Muttukrishnan] City Univ London, Sch Math & Comp Sci Engn, London EC1V 0HB, England; [Singh, Arjun] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore, Singapore; [Rahulamathavan, Yogachandran] Loughborough Univ London, Inst Digital Technol, London LE11 3TU, England City University London; Nanyang Technological University & National Institute of Education (NIE) Singapore; Nanyang Technological University; Loughborough University Dixit, A (通讯作者)，City Univ London, Sch Math & Comp Sci Engn, London EC1V 0HB, England. akanksha.dixit@city.ac.uk; r.muttukrishnan@city.ac.uk 34 0 0 0 0 IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC PISCATAWAY 445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA 2327-4662 IEEE INTERNET THINGS IEEE Internet Things J. FEB 15 2023 10 4 2934 2944 10.1109/JIOT.2021.3120640 http://dx.doi.org/10.1109/JIOT.2021.3120640 11 Computer Science, Information Systems; Engineering, Electrical & Electronic; Telecommunications Science Citation Index Expanded (SCI-EXPANDED) Computer Science; Engineering; Telecommunications D0ZT2 Green Published, Green Accepted 2023-05-06 WOS:000966099800001

【Keywords】Blockchains; Peer-to-peer computing; Industrial Internet of Things; Fault tolerant systems; Fault tolerance; Security; Measurement; Blockchain; data marketplace; Industrial Internet of Things (IIoT); smart contracts

【发表时间】2023 15-Feb

【收录时间】2023-05-16

【文献类型】实验仿真

【主题类别】

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