科研项目

Blockchain-based Smart Campus System

摘要

Smart campus utilizes devices and censors with smart technologies connected to the IoT and AI-driven. It provides new experiences and services for students and faculty on campus, such as academic information management, smart teaching, examination, efficient tuition payment, alumni social network management, etc.

However, the underlying data management system can easily become a bottleneck. Specifically, existing centralized database systems suffer from single-point failure, hard-to-do data provenance, vulnerability to malicious attacks, etc.

Thus, we focus on integrating smart campus features with smart contracts deployed on a blockchain system. Specifically, we plan to design and implement dedicated on-chain contracts to maintain the underlying data in different smart campus use cases. The functions include basic CRUD of data and digital asset ownership trading, renting, and provenance. We also plan to demonstrate our research outcomes on scaling the throughput of blockchain to make it comparable to the performance of existing campus data management systems. We then apply our specially designed index and optimized query processing mechanisms to blockchain data analysis to support and accelerate the functions of students’  academic history review, digital asset gallery, etc. Eventually, we aim to build a blockchain-based smart campus data management system.

视频链接https://b23.tv/BV1Fg411C7Dr

项目成员

陈雷

课题组负责人

讲座教授

数据科学与分析学域

项目周期

2018年至今

研究领域

特定行业的数据分析