Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform
| Autor: | Shivers, Ryan, Rahman, Mohammad Ashiqur, Faruk, Md Jobair Hossain, Shahriar, Hossain, Cuzzocrea, Alfredo, Clincy, Victor |
|---|---|
| Rok vydání: | 2022 |
| Předmět: | |
| Zdroj: | 2021 IEEE International Conference on Big Data (Big Data) |
| Druh dokumentu: | Working Paper |
| DOI: | 10.1109/BigData52589.2021.9671379 |
| Popis: | Ride-hailing and ride-sharing applications have recently gained popularity as a convenient alternative to traditional modes of travel. Current research into autonomous vehicles is accelerating rapidly and will soon become a critical component of a ride-hailing platforms architecture. Implementing an autonomous vehicle ride-hailing platform proves a difficult challenge due to the centralized nature of traditional ride-hailing architectures. In a traditional ride-hailing environment the drivers operate their own personal vehicles so it follows that a fleet of autonomous vehicles would be required for a centralized ride-hailing platform to succeed. Decentralization of the ride-hailing platform would remove a roadblock along the way to an autonomous vehicle ride-hailing platform by allowing owners of autonomous vehicles to add their vehicles to a community-driven fleet when not in use. Blockchain technology is an attractive choice for this decentralized architecture due to its immutability and fault tolerance. This thesis proposes a framework for developing a decentralized ride-hailing architecture that is verifiably secure. This framework is implemented on the Hyperledger Fabric blockchain platform. The evaluation of the implementation is done by applying known security models, utilizing a static analysis tool, and performing a performance analysis under heavy network load. Comment: arXiv admin note: substantial text overlap with arXiv:1910.00715 |
| Databáze: | arXiv |
| Externí odkaz: |
|