葡京3522新地址

程⾬夏 

副教授

硕士生导师

计算机科学

计算机体系结构、操作系统、分布式系统、智能计算系统

Email
yxcheng@hdu.edu.cn

(1)国家⾃然科学基⾦⻘年项⽬
分布式异构系统中的DAG任务智能调度⽅法研究
(2)浙江省⾃然科学基⾦项⽬
基于强化学习的⾼效稳定DAG任务调度⽅法研究
(3)浙⼤蚂蚁⾦服⾦融科技研究中⼼项⽬
导师简历 2
⼤规模数据中⼼任务智能调度系统
(4)企业横向项⽬
基于电⼦报⼤数据智能排版系统
跨界⼤数据智能分析与服务平台
智媒算法区域新闻APP平台软件

[1] Q. Wu, Z. Wu, Y. Zhuang, and Y. Cheng, “Adaptive DAG tasks scheduling with deep reinforcement learning,” in International Conference on Algorithms and Architectures for Parallel Processing, 2018, pp. 477–490.

[2] W. Tan, T. Ling, Z. Zeng, Y. Tao, and Y. Cheng, “Learning Heterogeneous DAG Tasks Scheduling Policies With Efficient Neural Network Evolution,” in 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2021, pp. 603–610.

[3] K. Liu, Z. Wu, Q. Wu, and Y. Cheng, “Smart dag task scheduling with efficient pruning-based mcts method,” in 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019, pp. 348–355.

[4]B. Wang et al., “Efficient consolidation-aware VCPU scheduling on multicore virtualization platform,” Future Generation Computer Systems, vol. 56, pp. 229–237, 2016.

[5]Y. Cheng, W. Chen, Z. Wang, Z. Tang, and Y. Xiang, “Smart VM co-scheduling with the precise prediction of performance characteristics,” Future Generation, 2016.