General

Kejiang Ye

PhD, Professor, Deputy Director

Center for Cloud Computing

SIAT, CAS

kj.ye@siat.ac.cn

Biography

Kejiang Ye is currently a Professor and the Deputy Director of the Research Center for Cloud Computing, Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences (CAS). Before joining SIAT, he was a Post Doctoral Research Associate at Carnegie Mellon University (CMU), from 2014 to 2015, and was a Research Fellow at Wayne State University (WSU), from 2015 to 2016. He received his B.S and Ph.D degree both from Zhejiang University in 2008 and 2013 respectively. He was also a joint Ph.D student at The University of Sydney from 2012 to 2013. His research interests focus on the performance, energy, and reliability of Cloud Computing, Big Data and Industrial Internet. He is a member of SPEC Research Group and is also a member of IEEE, ACM, CCF and CIE.

Research Interests

Cloud Computing, Big Data, Network Systems

Projects

[1] National Key R&D Program of China, End-Edge-Cloud Interconnection Theory and Method for OT/IT Fusion, 2021.12-2024.11, PI

[2] NSFC Project, Resource Management and Optimization Methods for Multi-tier Interactive Applications in Cloud Native System, 2021.1-2024.12, PI

[3] NSFC Project, Anomaly Detection Methods for Highly Interfered Sharing Clouds, 2018.1-2020.12, PI

Selected Publications

  1. X. Jiang, K. Ye. 《DartCloud: A Cross-Domain Cloud Infrastructure Service Platform》, Science Press, 2015.

  2. K. Ye, C. Lu, S. Wang, W. Chen, G. Xu, J. Guo. Application Analysis Modeling and Intelligent Management of Cloud Native Systems, Communication of China Computer Federation, vol.16, no.6, pp.37-43, 2020. (Invited Paper)

  3. S. Luo, H. Xu, C. Lu, K. Ye, G. Xu, L. Zhang, Y. Ding, J. He, C. Xu. Characterizing Microservice Dependency and Performance: Alibaba trace analysis, ACM Symposium on Cloud Computing (SoCC), pp.412-426, 2021.(Best Paper Award!!!

  4. S. Luo, H. Xu, K. Ye, G. Xu, L. Zhang, J. He, G. Yang, C. Xu. Erms: Efficient Resource Management for Shared Microservices with SLA Guarantees, 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2023.

  5. S. Luo, H. Xu, C. Lu, K. Ye*, G. Xu, L. Zhang, J. He, C. Xu. An In-depth Study of Microservice Dependency and Runtime Performance, IEEE Transactions on Parallel and Distributed Systems, 2022. DOI: 10.1109/TPDS.2022.3174631 

  6. Y. Li, Y. Lin, Y. Wang, K. Ye*, and C. Xu. Serverless Computing: State-of-the-Art, Challenges and Opportunities, IEEE Transactions on Service Computing, 2022. DOI:10.1109/TSC.2022.3166553

  7. M. Xu, C. Song, H. Wu, S. Gill, K. Ye*, C. Xu. esDNN: Deep Neural Network based Multivariate Workload Prediction Approach in Cloud Computing Environments, ACM Transactions on Internet Technology, 2022. DOI:10.1145/3524114

  8. J. Zhao, L. Zhang, K. Ye*, J. Ye, J. Zhang, F. Zhang, C. Xu. GLTC: A Metro Passenger Identification Method across AFC Data and Sparse WiFi Data, IEEE Transactions on Intelligent Transportation Systems, 2022. DOI: 10.1109/TITS.2022.3171332

  9. K. Ye, H. Shen, Y. Wang, C.-Z. Xu. Multi-tier Workload Consolidations in the Cloud: Profiling, Modeling and Optimization, IEEE Transactions on Cloud Computing, vol.10, no.2, pp.899-912, 2022.

  10. J. Ye, J. Zhao, K. Ye, C.-Z. Xu. How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey, IEEE Transactions on Intelligent Transportation Systems, vol.23, no.5, pp.3904-3924, 2022. 

  11. C. Gao, S. Chu, H. Xu, M. Xu, K. Ye*, C. Xu. Flash: Joint Flow Scheduling and Congestion Control in Data Center Networks, IEEE Transactions on Cloud Computing, 2021. DOI:10.1109/TCC.2021.3129

  12. Y. Wang, M. Li, H. Dai, K. Kent, K. Ye*, C. Xu. Deadlock Avoidance Algorithms for Recursion-Tree Modeled Requests in Parallel Executions, IEEE Transactions on Computers, 2021. 10.1109/TC.2021.3122843

  13. M. Du, Y. Wang, K. Ye, C.-Z. Xu. Algorithmics of Cost-Driven Computation Offloading in the Edge-Cloud Environment, IEEE Transactions on Computers, vol.69, no.10, pp.1519-1531, 2020.

  14. K. Ye, Z. Wu, C. Wang, B. Zhou, W. Si, X. Jiang, A. Zomaya. Profiling-based Workload Consolidation and Migration in Virtualized Data Centers, IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 3, pp. 878-890, 2015.

Students

已指导学生

张昱航  硕士研究生  085211-计算机技术  

赵世林  硕士研究生  085211-计算机技术  

纪书鉴  硕士研究生  085211-计算机技术  

王锐  硕士研究生  085211-计算机技术  

阳文斯  硕士研究生  085211-计算机技术  

叶洁瑕  硕士研究生  085211-计算机技术  

杨磊  硕士研究生  085208-电子与通信工程  

杜明哲  硕士研究生  085211-计算机技术  

李朝冉  硕士研究生  085211-计算机技术  

唐欢  硕士研究生  085211-计算机技术  

吕静雅  硕士研究生  085211-计算机技术  

熊景盼  硕士研究生  085211-计算机技术  

何发瑛  硕士研究生  085211-计算机技术  

现指导学生

林鹏  硕士研究生  085211-计算机技术  

林彦颖  硕士研究生  085211-计算机技术  

张中劲  硕士研究生  085211-计算机技术  

邓仕圣  硕士研究生  081200-计算机科学与技术  

贺航涛  硕士研究生  085400-电子信息  

黄嘉华  硕士研究生  085400-电子信息  

黄乐雄  硕士研究生  085400-电子信息  

邵灵丹  硕士研究生  085400-电子信息  

张永贺  硕士研究生  085400-电子信息  

李永康  硕士研究生  085211-计算机技术  

金铭  硕士研究生  085211-计算机技术  

伍泰霖  硕士研究生  085211-计算机技术  

刘宇  硕士研究生  085400-电子信息  

文考  硕士研究生  085211-计算机技术  

唐璐婕  硕士研究生  085400-电子信息  

邓德师  硕士研究生  085400-电子信息  

聂子昂  硕士研究生  085400-电子信息  

秦天睿  硕士研究生  085400-电子信息  

蔡铭元  硕士研究生  085400-电子信息