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李忠金 博士

职称:副教授 邮箱:lizhongjin@hdu.edu.cn 研究方向:计算机视觉、3D视觉、人工智能、边缘计算 导师类型:硕士生导师
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移动边缘计算环境下的AI应用部署,即边缘智能Edge Intelligence,包括FPGA的深度神经网络部署、片上系统SoC(如CPU+GPU/NPU)的AI算法部署、基于任务和资源分配的AI加速推理技术,主要结合移动计算、无线网络4G/5G,以及嵌入式设备,研究边缘终端的AI应用快速推理、设备安全、能耗优化等技术。


本科课程:

(1)数字电路设计,数字电路课程设计

(2)计算机组成原理,计算机组成原理课程设计

纵向科研
横向科研
论文

[1] Zhongjin Li, Victor Chang, Haiyang Hu, Hua Hu, Chuanyi Li, Jidong Ge, Real-time and dynamic fault-tolerant scheduling for scientific workflows in clouds, Information Sciences, 568, pp. 13-39, 2021.  (CCF B)

[2] Zhongjin Li, Victor Chang, Haiyang Hu, Dongjin Yu, Jidong Ge, Binbin Huang, Profit maximization for security-aware task offloading in edge-cloud environment, Journal of Parallel and Distributed Computing, 157, pp. 43-55, 2021.  (CCF B)

[3] Haiyang Hu, Jiawei Yu, Zhongjin Li, Jie Chen, Hua Hu:Modeling and Analysis of Cyber-Physical System Based on Object-Oriented Generalized Stochastic Petri Net, IEEE Transactions on Reliability 70(3): 1271-1285 (2021)

[4] Zhongjin Li, Victor Chang, Haiyang Hu, Maozhong Fu, Jidong Ge, Francesco Piccialli, Optimizing makespan and resource utilization for multi-DNN training in GPU cluster, Future Generation Computer Systems, 125, pp. 206-220, 2021. (CCF C)

[5] Zhongjin Li, Haiyang Hu, Hua Hu, Binbin Huang, Jidong Ge, Victor Chang, Security and energy-aware collaborative task offloading in D2D communication, Future Generation Computer Systems, 118, pp. 358-373, 2021.  (CCF C)

[6] Zhongjin Li, Victor Chang, Jidong Ge, Linxuan Pan, Haiyang Hu, Binbin Huang, Energy-aware task offloading with deadline constraint in mobile edge computing, EURASIP Journal on Wireless Communications and Networking, 2021(1): 56, 2021.

[7] Zhongjin Li, Haiyang Hu, Binbin Huang, Jie Chen, Chuanyi Li, Hua Hu, Liguo Huang:Security and performance-aware resource allocation for enterprise multimedia in mobile edge computing, Multimedia Tools and Applications 79(15-16): 10751-10780 (2020). (CCF C)

[8] Haiyang Hu, Kaiming Cheng, Zhongjin Li, Jie Chen, Hua Hu:Workflow recognition with structured two-stream convolutional networks, Pattern Recognition Letters 130: 267-274 (2020)

[9] Binbin Huang, Zhongjin Li, Yunqiu Xu, Linxuan Pan, Shangguang Wang, Haiyang Hu, Victor Chang, Deep Reinforcement Learning for Performance-Aware Adaptive Resource Allocation in Mobile Edge Computing, Wireless Communications and Mobile Computing 2020: 2765491:1-2765491:17 (2020)

[10] Chuanyi Li, Jidong Ge, Zhongjin Li, Liguo Huang, Hongji Yang, Bin Luo: Monitoring Interactions Across Multi Business Processes with Token Carried Data. IEEE Trans. Serv. Comput. 12(6): 941-954 (2019)

[11] Binbin Huang, Zhongjin Li, Peng Tang, Shangguang Wang, Jun Zhao, Haiyang Hu, Wanqing Li, Victor I. Chang:Security modeling and efficient computation offloading for service workflow in mobile edge computing, Future Generation Computer Systems 97: 755-774 (2019)

[12] Binbin Huang, Yangyang Li, Zhongjin Li, Linxuan Pan, Shangguang Wang, Yunqiu Xu, Haiyang Hu, Security and Cost-Aware Computation Offloading via Deep Reinforcement Learning in Mobile Edge Computing, Wireless Communications and Mobile Computing 2019: 3816237:1-3816237:20 (2019)

[13] Haiyang Hu, Zhongjin Li, Hua Hu, Jie Chen, Jidong Ge, Chuanyi Li, Victor I. Chang:Multi-objective scheduling for scientific workflow in multicloud environment, Journal of Network and Computer Applications 114: 108-122 (2018)

[14] Zhongjin Li, : Cost and Energy Aware Scheduling Algorithm for Scientific Workflows with Deadline Constraint in Clouds. IEEE Trans. Serv. Comput. 11(4)713-726 ()

[15] Zhongjin Li, Jidong Ge, Chuanyi Li, Hongji Yang, Haiyang Hu, Bin Luo, Victor Chang: Energy cost minimization with job security guarantee in Internet data center. Future Gener. Comput. Syst. 73: 63-78 (2017)

[16] Zhongjin Li, Jidong Ge, Hongji Yang, Liguo Huang, Haiyang Hu, Hao Hu, Bin Luo: A security and cost aware scheduling algorithm for heterogeneous tasks of scientific workflow in clouds. Future Gener. Comput. Syst. 65: 140-152 (2016)


著作

1.一种移动边缘计算环境下面向工作流的容错调度方法,ZL201910851811.5, 2022.03.01.

2. MEC中企业多媒体的安全和性能感知的资源分配方法, ZL201910852634.2, 2023.05.02.


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