Cloud and Distributed Systems (CDS) Lab
Current Research Projects
- Microservice analysis and resource management
- Investigate the microservice architecture in a large scale and design efficient resource management algorithms.
- Intelligent deep learning in large-scale GPU clusters
- Implement intelligent online resource management schemes in heterogeneous/homogeneous GPU clusters to maximise resource efficiency.
- Unified scheduling algorithm design for large-scale cloud platforms
- Design unified schedulers in large-scale data centers to balance the trade-off between application performance, resource utilisation, and scheduling scalability.
Team Members
I am fortunate to have the chance to work with a group of talented graduate students:
- ChengZhi Lu (PhD, 19-present; BS from Wuhan University and MS from Zhejiang University; working on Unified scheduling in data centers, also supervised by Prof. Cheng-Zhong Xu)
- Zizhao Mo (PhD, 21-present; undergrad from South China University of Technology; working on GPU cluster scheduling)
- Wenyan Chen (PhD, 21-present; master from University of Chinese Academy of Sciences; working on GPU virtualisation)
- Liao Chen (PhD, 22-present; undergrad from Shandong University; working on Microservice resource management)
- Xiaosong Chen (PhD, 22-present; undergrad from Lanzhou University; working on Online learning)
- Yuanhang Chen (PhD, 23-present; undergrad and master from Sun Yat-sen University; working on Cloud resource management)
Alumni
- Shutian Luo (PhD, 16 – 23; BS from Shenzhen University; also supervised by Prof. Cheng-Zhong Xu), now Postdoc at Yale University)
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