Developing a platform to easily allow the integration of federated learning and blockchain technology into smart city applications.

开发一个平台，轻松地将联邦学习和区块链技术集成到智慧城市应用中。

• 批准号: 2435725
• 金额: --
• 依托单位: Newcastle University
• 依托单位国家: 英国
• 项目类别: Studentship
• 财政年份: 2020
• 资助国家: 英国
• 起止时间: 2020 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=studentship-2435725
• 关键词: Developing; platform; easily; allow; integration

Federated learning and blockchain technology are two upcoming disruptive technologies in smart cities. Creating a system which utilises federated learning and blockchain technology however is a challenging endeavour, requiring expertise in both technologies. Therefore, while many smart city applications may benefit from federated learning and blockchain technology, many system developers may not utilise these technologies due to the challenges involved. This project aims to solve this issue by lowering the barrier to entry by developing a platform which allows users to easily integrate these technologies into smart city systems. This in turn will allow smart city applications to easily adopt these technologies, resulting in secure, scalable systems.

联邦学习和区块链技术是智慧城市中即将到来的两项颠覆性技术。然而，创建一个利用联邦学习和区块链技术的系统是一项具有挑战性的工作，需要两种技术的专业知识。因此，虽然许多智慧城市应用可能受益于联邦学习和区块链技术，但由于涉及的挑战，许多系统开发人员可能不会利用这些技术。该项目旨在通过开发一个平台，使用户可以轻松地将这些技术集成到智慧城市系统中，从而降低进入门槛，从而解决这一问题。反过来，这将使智慧城市应用程序能够轻松采用这些技术，从而形成安全、可扩展的系统。