丛佩金
  • 出生年月:1994年5月
  • 民 族: 满族
  • 政治面貌: 群众
  • 最后学历: 博士研究生
  • 最后学位: 工学博士
  • 技术职称: 副教授
  • 导师类别: 硕士生导师
  • 邮箱:cpj@njust.edu.cn
访问次数 184 次
更新日期 2024年7月30日
指导学科
  • 主学科
  • 二级学科
  • 研究方向
  • 跨学科
  • 二级学科
  • 研究方向
  • 专业学位
  • 研究方向
工作经历
2024.01-至今               南京理工大学计算机科学与工程学院  副教授
2021.06-2023.12         南京理工大学计算机科学与工程学院  紫金博士后
教育经历
2016.09-2021.06         华东师范大学计算机科学与技术学院  博士生(硕博连读)
2012.09-2016.06         华东师范大学信息科学与技术学院     本科生
获奖、荣誉称号

1、15th IEEE CPSCom 会议唯一最佳论文奖,2022

2、上海市计算机学会优秀博士学位论文奖,2021

3、华东师范大学优秀博士学位论文奖,2021

科研项目
主持项目
1、国家自然科学基金青年项目,2024-2026,在研,项目负责人
2、江苏省自然科学基金青年项目,2023-2026,在研,项目负责人
3、中国博士后科学基金创新人才支持计划项目,2021-2023,结题,项目负责人
4、中央高校基本科研业务费,南京理工大学自主科研–基础研究专项,2024-2026,在研,项目负责人
5、中央高校基本科研业务费,南京理工大学自主科研–青年人才培育专项,2022-2024,在研,项目负责人
6、软硬件协同设计技术与应用教育部工程研究中心开放课题,2022-2023,结题,项目负责人
 
参与项目
1、国家自然科学基金联合基金重点项目,2024-2027,在研,子课题负责人
2、国家自然科学基金面上项目,2023-2026,在研,项目骨干
3、江苏省自然科学基金优青项目,2022-2025,在研,项目骨干
4、国家重点研发计划项目,2019-2022,已结题,学生骨干
5、上海市自然科学基金面上项目,2016-2018,已结题,学生骨干
发表论文

** Journal Papers ** 期刊论文

[J21] Liying Li, Chengliang Zhou, Peijin Cong, Yufan Shen, Junlong Zhou, Tongquan Wei, “Makespan and Security-Aware Workflow Scheduling for Cloud Service Cost Minimization”, IEEE Transactions on Cloud Computing, vol. 12, no. 2, pp. 609-624, 2024.

[J20] Peijin Cong, Junlong Zhou, Weiming Jiang, Mingsong Chen, Shiyan Hu, Keqin Li, “Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems”, IEEE Transactions on Sustainable Computing, vol. 9, no. 3, pp. 271-282, 2024. 

[J19] 侯祥鹏,兰兰,陶长乐,寇小勇,丛佩金,邓庆绪,周俊龙,边缘智能与协同计算:前言与进展 ,《控制与决策》, 39(7): 2385-2404, 2024.

[J18] Peijin Cong, Junlong Zhou, Jiali Wang, Zebin Wu, Shiyan Hu, “Learning-based Cloud Server Configuration for Energy Minimization under Reliability Constraint”, IEEE Transactions on Reliability, vol. 73. no. 1, pp. 203-215, 2024.

[J17] 郑莹莹,周俊龙,申钰凡,丛佩金,吴泽彬. 时间和能量敏感的端-边-云车路协同资源调度优化方法. 计算机研究与发展, 60(5): 1037-1052,2023.

[J16] Mingyue Zhang, Junlong Zhou, Peijin Cong, Gongxuan Zhang, Cheng Zhuo, Shiyan Hu, “LIAS: A Lightweight Incentive Authentication Scheme for Forensic Services in IoV”, IEEE Transactions on Automation Science and Engineering, vol. 20, no. 2, pp. 805-820, 2023.

[J15] Peijin Cong, Guo Xu, Junlong Zhou, Mingsong Chen, Tongquan Wei, Meikang Qiu. “Personality- and Value-aware Scheduling of User Requests in Cloud for Profit Maximization”, IEEE Transactions on Cloud Computing, vol. 10, no. 3, pp. 1991-2004, 2022.

[J14] Peijin Cong, Junlong Zhou, Mingsong Chen, Tongquan Wei. “Personality-guided Cloud Pricing via Reinforcement Learning”, IEEE Transactions on Cloud Computing, vol. 10, no. 2, pp. 925-943, 2022.

[J13] Peijin Cong, Zhixing Zhang, Junlong Zhou, Xin Liu, Yao Liu, Tongquan Wei, “Customer Adaptive Resource Provisioning for Long-Term Cloud Profit Maximization under Constrained Budget”, IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 6, pp. 1373-1392, 2022.

[J12] Peijin Cong, Xiangpeng Hou, Minhui Zou, Jiangshan Dong, Mingsong Chen, Junlong Zhou, “Multiserver Configuration for Cloud Service Profit Maximization in the Presence of Soft Errors based on Grouped Grey Wolf Optimizer”, Journal of Systems Architecture, vol. 127, article no. 102512, 2022.

[J11] Peijin Cong, Junlong Zhou, Liying Li, Kun Cao, Tongquan Wei, Keqin Li, “A Survey of Hierarchical Energy Optimization for Mobile Edge Computing: A Perspective from End Devices to the Cloud”. ACM Computing Surveys, vol. 53, no. 2, article no. 38, pp. 1-44, 2021.

[J10] Peijin Cong, Guo Xu, Tongquan Wei, Keqin Li: A Survey of Profit Optimization Techniques for Cloud Providers. ACM Comput. Surv. 53(2): 26:1-26:35 (2021)

[J9] Junlong Zhou, Jin Sun, Peijin Cong, Zhe Liu, Tongquan Wei, Xiumin Zhou, Shiyan Hu. “Security-Critical Energy-Aware Task Scheduling for Heterogeneous Real-Time MPSoCs in IoT”. IEEE Transactions on Services Computing, vol. 13, no. 4, pp. 745-758, 2020. ESI热点/高被引论文

[J8] Xinli Huang, Fanshuo Li, Kun Cao, Peijin Cong, Tongquan Wei, Shiyan Hu, “Queueing Theoretic Approach for Performance-Aware Modeling of Sustainable SDN Control Planes,” in IEEE Transactions on Sustainable Computing, vol. 5, no. 1, pp. 121-133, 1 Jan.-March 2020

[J7] Liying Li, Peijin Cong, Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, Xiaobo Sharon Hu. “Game Theoretic Feedback Control for Reliability Enhancement of EtherCAT-Based Networked Systems”. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 38, no. 9, pp. 1599-1610, 2019.

[J6] Kun Cao, Junlong Zhou, Peijin Cong, Liying Li, Tongquan Wei, Mingsong Chen, Shiyan Hu, Xiaobo Sharon Hu. “Affinity-Driven Modeling and Scheduling for Makespan Optimization in Heterogeneous Multiprocessor Systems”. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 38, no. 7, pp. 1189-1202, 2019.

[J5] Xinli Huang, Shang Cheng, Kun Cao, Peijin Cong, Tongquan Wei, Shiyan Hu, “A Survey of Deployment Solutions and Optimization Strategies for Hybrid SDN Networks,” IEEE Communications Surveys & Tutorials, vol. 21, no. 2, pp. 1483-1507, 2019.

[J4] Junlong Zhou, Tian Wang, Peijin Cong, Pingping Lu, Tongquan Wei, Mingsong Chen: Cost and makespan-aware workflow scheduling in hybrid clouds. J. Syst. Archit. 100 (2019)

[J3] Peijin Cong, Liying Li, Junlong Zhou, Kun Cao, Tongquan Wei, Mingsong Chen, Shiyan Hu. “Developing User Perceived Value Based Pricing Models for Cloud Markets”. IEEE Transactions on Parallel and Distributed Systems, vol. 29, no. 12, pp. 2742-2756, 2018.

[J2] Tongquan Wei, Junlong Zhou, Kun Cao, Peijin Cong, Mingsong Chen, Gongxuan Zhang, Xiaobo Sharon Hu, Jianming Yan. “Cost-Constrained QoS Optimization for Approximate Computation Real-Time Tasks in Heterogeneous MPSoC Systems”. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 37, no. 9, pp. 1733-1746, 2018.

[J1] Junlong Zhou, Kun Cao, Peijin Cong, Tongquan Wei, Mingsong Chen, Gongxuan Zhang, Jianming Yan, and Yue Ma. “Reliability and Temperature Constrained Task Scheduling for Makespan Minimization on Heterogeneous Multi-core Platforms”. Journal of Systems and Software, vol. 133, 1-16, 2017.

** Conference Papers ** 会议论文

[C9] Yinyin Tang, Guichang Yin, Peijin Cong, Jin Sun, Junlong Zhou, “A Discrete Grey Wolf Optimizer Metaheuristic for Task Offloading in Multi-Server MEC with Batteryless Devices”, The 29th IEEE International Conference on Parallel and Distributed Systems (ICPADS), pp. 2235-2242, 2023.

[C8] Yan Xu, Liying Li, Peijin Cong, Junlong Zhou, “Energy-Efficient and Reliable Federated Learning in Heterogeneous Mobile-Edge Computing”, UIC 2022, accepted

[C7] Weiming Jiang, Junlong Zhou, Peijin Cong, Gongxuan Zhang, Shiyan Hu, “QoE and Reliability-Aware Task Scheduling for Multi-User Mobile-Edge Computing”, The 17th International Conference on Wireless Algorithms, Systems, and Applications (WASA), pp. 380-392, 2022.

[C6] Liying Li, Peijin Cong, Junlong Zhou, Zonghua Gu, Keqin Li, “Data Availability Optimization for Cyber-Physical Systems”, The 2022 IEEE International Conference on Cyber, Physical and Social Computing, pp. 349-356, 2022. 会议最佳论文奖

[C5] Yujuan Wen, Fengyuan Lu, Yufei Liu, Peijin Cong, Xinli Huang: Blockchain Consensus Mechanisms and Their Applications in IoT: A Literature Survey. ICA3PP (3) 2020: 564-579

[C4] Ruiming Yang, Kun Cao, Peijin Cong, Junlong Zhou, Mingsong Chen, Tongquan Wei, “Personality-Aware VNF Deployment for Profit Maximization,” 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Xiamen, China, 2019, pp. 380-387

[C3] Liying Li, Peijin Cong, Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu. “Feedback control of real-time EtherCAT networks for reliability enhancement in CPS”. IEEE/ACM Design, Automation & Test in Europe, pp. 688-693, 2018.

[C2] Peijin Cong, Liying Li, Gaoyuan Shao, Junlong Zhou, Mingsong Chen, Kai Huang, Tongquan Wei. “User Perceived Value-Aware Cloud Pricing for Profit Maximization of Multiserver Systems”. The 23rd IEEE International Conference on Parallel and Distributed Systems, pp. 537-544, Dec. 2017.

[C1] Yufan Yang, Xinli Huang, Shang Cheng, Shiyun Chen, Peijin Cong, “SHSA: A Method of Network Verification with Stateful Header Space Analysis,” 2016 IEEE 22nd International Conference on Parallel and Distributed Systems (ICPADS), Wuhan, China, 2016, pp. 232-238.

科研创新

** 中国专利 **

[4] 周俊龙,柯均澎,王添,丛佩金,徐林丽,成本和可靠性感知的异构多服务器系统利润最优化方法,2023103082159,受理公开

[3] 周俊龙,赵铭洲,李丽颖,丛佩金,一种基于机器学习算法的边缘设备中动态资源调度方法,2023106071565,受理公开

[2] 周俊龙,侯祥鹏,丛佩金,基于顾客敏感性分析的云服务利润最优化方法及系统,授权公告日:2024.01.23,中国,授权公告号:CN116128139B,授权专利

[1] 丛佩金,赵铭洲,申钰凡,周俊龙,一种端边云网络框架中智能车辆的卸载任务分配方法,授权公告日:2023.04.07,中国,授权公告号:CN115373856B,授权专利