Current Professional Societies

Member of Technical Committee on High Performance Computing, China Computer Federation

Research Areas

Big Data Systems, Cloud Computing, Artificial Intelligent Systems

Selected Publications

1. Liang Yi, Linfeng Bi, Xing Su, Missing Data Recovery in Large-scale, Sparse Datacenter Traces: Alibaba Case Study, CCGrid’19, Cyprus, 2019, 251-261

2. Xinwang Xiong, Lei Wang, Wanlin Gao, Rui Ren, Liang Yi, “Dcmix: Generating mixed workloads for the cloud data center,” Bench’18, Seattle, USA, 105-117

3. Liang Yi, Shilu Chang, Chao Su. “A Workload-Specific Memory Capacity Configuration Approach for In-Memory Data Analytic Platforms”, ISPA’18, Guanghou ,P.R.China, 2017, 486-490

4. Liang Yi, Yufeng Wang, Minglu Fan, Predoop: Preempting Reduce Task for job execution accelerations, Lecture Note in Computer Science, 2014, Vol.8807:167-180

5. Lei Wang, Jianfeng Zhan, Weisong Shi, Liang Yi, In Cloud, Can Scientific Communities Benefit from the Economics of Scale?, IEEE Transaction on Parallel and Distributed Systems, 2012, 23(2):296~ 303

6. Liang Yi, Guangrui Li, Yanpeng Hu, Dacoop: Accelerating data-iterative applications on Map/Reduce cluster, PDCAT’11, Gwangju, Korea, 2011, 207-214

    

Personal Statement

Dr. Liang Yi is an Associate Professor of Faculty of Information Technology at Beijing University of Technology. She has been engaged in teaching for more than 15 years and taught courses of Principle of Computer Organizations, Computer Architecture and Parallel Computing. Dr. Liang focuses on research of performance modelling and optimization of Big Data systems and Artificial Intelligent systems and has published over 40 papers in refereed journals and conference proceedings, such as IEEE Transaction on Parallel and Distributed Systems and Big Data’19. She chairs projects from National Science Foundation of China, National Science Foundation of Beijing and Beijing Municipal Education Commission. She serves as a Technical Reviewer for refereed journals such as IEEE Transaction on Parallel and Distributed Systems, IEEE Transactions on Big Data and International Journal of Supercomputing. Dr. Liang is a member of ACM and IEEE Computer Society.