Towards Efficient Queries on Graph Databases
Project Description
In this project, students will be required to perform a comprehensive study on different graph queries on real-world graph databases. As part of the project, students may encounter challenges related to efficiently processing queries without disclosing privacy. They will have the opportunity to research existing solutions to the problem and attempt to implement them. Additionally, students will have the chance to develop their own solutions to these challenges after gaining a deep understanding of the existing algorithms.
Supervisor
ZHOU, Xiaofang
Quota
3
Course type
UROP2100
UROP3100
UROP3200
UROP4100
Applicant's Roles
Students will be assigned one or several of the following tasks:
- Study state-of-the-art graph query algorithms
- Implement graph query optimization techniques
- Design new frameworks to solve problems related to real-world graph databases.
- Study state-of-the-art graph query algorithms
- Implement graph query optimization techniques
- Design new frameworks to solve problems related to real-world graph databases.
Applicant's Learning Objectives
- to know the classical graph query problems and their solutions.
- to summarize and implement research papers for graph queries.
- to participate in a team to conduct original and cutting-edge research, to produce research reports and possible publications.
- to summarize and implement research papers for graph queries.
- to participate in a team to conduct original and cutting-edge research, to produce research reports and possible publications.
Complexity of the project
Challenging