Peijin Cong

Peijin Cong

Associate Professor, Nanjing University of Science and Technology

Publications

You can also find my articles on my Google Scholar profile.

** Journal Papers ** 期刊论文

[J31] Xiangpeng Hou, Junlong Zhou, Liying Li, Peijin Cong*, Zebin Wu, Mingsong Chen, “Latency and Reliability-Aware Dynamic Task Offloading and Scheduling for Energy-Harvesting Systems in Mobile Edge Computing”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Early Access, DOI: 10.1109/TCAD.2025.3642711.

[J30] Jiaying Yu, Haoqiu Luo, Xinfa Dai, Yong Wu, Peijin Cong*, Junlong Zhou, “A Multi-Level Lightweight Framework for Deep Neural Networks on Resource-Constrained Edge Devices”, Journal of Circuits, Systems, and Computers, Early Access, https://doi.org/10.1142/S0218126626500283.

[J29] Junpeng Ke, Junlong Zhou, Yufan Shen, Liying Li, Peijin Cong*, Dan Meng, Zebin Wu, “Swarm Intelligence-Based Task Scheduling for Reliability Optimization of Integrated CPU-GPU Edge Platforms in Cyber-Physical-Social Systems”, IEEE Transactions on Computational Social Systems, Early Access, DOI: 10.1109/TCSS.2025.3528515.

[J28] Liying Li, Tao Liu, Mingzhou Zhao, Peijin Cong*, Zebin Wu, Junlong Zhou, “DNN Partitioning for GPU-CPU Heterogeneous Devices based on Imitation Learning”, IEEE Internet of Things Journal, vol. 12, no. 24, pp. 55552-55566, 2025.

[J27] Youling Zeng, Yue Zeng, Jining Chen, Yufan Shen, Liying Li, Peijin Cong*, Junlong Zhou, Keqin Li, “AoI-Oriented Computation Offloading and Resource Allocation for End-Edge-Cloud Computing Systems”, IEEE Internet of Things Journal, vol. 12, no. 19, pp. 41118-41134, 2025.

[J26] Junlong Zhou, Xiangpeng Hou, Yue Zeng, Peijin Cong*, Weiming Jiang, Song Guo, “Quality of Experience and Reliability-Aware Task Offloading and Scheduling for Multi-User Mobile-Edge Computing Systems”, IEEE Transactions on Services Computing, vol. 18, no. 3, pp. 1683-1696, 2025. ESI Highly Cited Paper

[J25] Sijie Lin, Liying Li, Jining Chen, Peijin Cong, Tian Wang, Junlong Zhou, “IATS: Information-age aware task scheduling for vehicle-road-cloud cooperative systems”, Journal of Systems Architecture, vol. 167, article no. 103480, 2025.

[J24] Xiaozhu Song, Qianpiao Ma, Gan Zheng, Liying Li, Peijin Cong, Junlong Zhou, “Dynamic task offloading and resource allocation for energy-harvesting end-edge-cloud computing systems”, Journal of Systems Architecture, vol. 167, article no. 103469, 2025.

[J23] Liying Li, Yifei Gao, Peiwen Xia, Sijie Lin, Peijin Cong*, Junlong Zhou, “Reinforcement Learning based Offloading and Resource Allocation for Multi-Intelligent Vehicles in Green Edge-Cloud Computing”, Computer Communications, vol. 232, no. 108051, 2025.

[J22] Xiangpeng Hou, Junlong Zhou, Mingzhou Zhao, Liying Li, Peijin Cong, Zebin Wu, Shiyan Hu, “ILRM: Imitation Learning based Resource Management for Integrated CPU-GPU Edge Systems with Renewable Energy Sources”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 44, no. 6, pp. 2392-2397, 2025. ESI Hot Paper, ESI Highly Cited Paper

[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 Computing Surveys, vol. 53, no. 2, article no. 26, pp. 1-35, 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 Hot Paper, ESI Highly Cited Paper

[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,” 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. Journal of Systems Architecture, 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, 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

[C11] Yizhou Shi, Liying Li, Yue Zeng, Peijin Cong, Junlong Zhou, “Joint DNN Partition and Thread Allocation Optimization for Energy-Harvesting MEC Systems”, 2025 Design, Automation & Test in Europe Conference (DATE), pp. 1-7, 2025.

[C10] Xiaoyong Kou, Wei Yang, Peijin Cong, Gongxuan Zhang, “Multi-Channel Leakage Detection Based on χ2 Test of Independence,” 2024 IEEE 23rd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Sanya, China, 2024, pp. 734-741.

[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. Best Paper Award

[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.

** 中国专利 **

[9] 周俊龙，高艺菲，夏沛文，李丽颖，丛佩金，端边云动态卸载框架中智能车辆的卸载任务分配方法，中国，申请号：2023109185197

[8] 周俊龙，林思捷，李丽颖，丛佩金，时延和能量感知的多无人机协作缓存和轨迹规划方法，中国，申请号：2025106923348

[7] 钮洁，李丽颖，丛佩金，周俊龙，基于半异步通信的车联网低时延联邦学习方法，中国，申请号：2025106923352

[6] 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，申请号：2023103082159，受理公开

[5] 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，申请号：2023106071565，受理公开

[4] 丛佩金，申钰凡，李丽颖，周俊龙，无线充电边缘计算网络中基于端-端协作的能耗和信息年龄优化方法，授权公告日：2025.04.11，中国，CN119316884B，授权专利

[3] 周俊龙，陶长乐，李丽颖，丛佩金，一种车辆辅助边缘计算网络的任务卸载与资源分配优化方法，授权公告号：2025.07.01，中国，CN119316883B，授权专利

[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