周俊龙

副教授

计算机科学与工程学院
南京理工大学

地址: 中国江苏省南京市孝陵卫200号
联系电话: +86-025-84315635
电子邮箱: jlzhou@njust.edu.cn

[English Version] [个人简介] [科研项目] [研究领域] [团队] [代表论著] [学术任职] [招生] [指导学生]


个人简介

2017年6月毕业于华东师范大学,获得工学博士学位,2014-2015年为美国圣母大学访问博士(CSC联合培养博士),2017年7月加入南京理工大学计算机科学与工程学院任助理教授,2020年7月起任副教授。一直从事边缘计算、云计算与物联网、实时嵌入式系统、信息物理系统方面的调度优化研究。

主要学术荣誉和奖励


科研项目

主持的科研项目

  1. 国家自然科学基金面上项目,2022-2025,主持人:周俊龙
  2. 国家自然科学基金青年项目,2019-2021,主持人:周俊龙
  3. 中国博士后科学基金创新人才支持计划项目,2021-2023,主持人:丛佩金
  4. 中国博士后科学基金特别资助(站中),2021-2022,主持人:周俊龙
  5. 中国博士后科学基金面上项目(一等资助),2020-2022,主持人:周俊龙
  6. 江苏省自然科学基金“优青”项目,2022-2025,主持人:周俊龙
  7. 江苏省自然科学基金青年项目,2018-2021,主持人:周俊龙
  8. 江苏省博士后科研资助计划(A类),2021-2022,主持人:周俊龙
  9. 江苏省教育厅未来网络科研基金项目,2021-2022,主持人:周俊龙
  10. 中央高校基本科研业务费,国家青年人才培育专项,2022-2025,主持人:周俊龙
  11. 中央高校基本科研业务费,国家青年人才培育专项,2022-2024,主持人:丛佩金
  12. 中央高校基本科研业务费,自由探索项目,2019-2020,主持人:周俊龙
  13. 计算机体系结构国家重点实验室开放课题(重点项目),2021-2023,主持人:周俊龙
  14. 国家可信嵌入式软件工程研究中心开放课题,2021-2022,主持人:周俊龙
  15. 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,主持人:丛佩金
  16. 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,2020-2021,主持人:周俊龙
  17. 智能地学信息处理湖北省重点实验室开放基金,2018-2019,主持人:周俊龙
  18. 民品横向项目(企业管理),2021-2022,主持人:周俊龙
  19. 民品横向项目(云计算),2018-2018,主持人:周俊龙
  20. 南京理工大学科研启动项目,2017-2019,主持人:周俊龙
  21. 华东师范大学优博培育项目,2015-2017,主持人:周俊龙

参与的科研项目

  1. 国家自然科学基金面上项目,2023-2026,主研
  2. 国防预研项目,2021-2022,主研
  3. 国家重点研发计划项目,2019-2022,主研
  4. 国家自然科学基金面上项目,2019-2022,主研
  5. 国家自然科学基金重大计划项目,2015-2016,主研
  6. 军委装备发展部领域基金,2019-2020,主研
  7. 国家外专局项目,海外学术伙伴计划,2021-2022,主研
  8. 国家外专局项目,高端外国专家引入计划,2019-2020,主研
  9. 中国高校产学研创新基金(重点项目),2021-2022,主研
  10. 南京市科技计划项目(科技类),2018-2020,主研
  11. 上海市自然科学基金面上项目,2016-2018,主研
  12. 上海市自然科学基金面上项目,2012-2015,主研
  13. 美国国家科学基金会项目,2014-2016,主研
  14. 教育部留学回国人员启动基金项目,  2011-2014,主研

研究领域

边缘(嵌入式设备)智能计算

端-边-云计算

服务计算

 


团队成员


代表论著 [谷歌学术] [DBLP] [完整论文列表]

      期刊论文

[TCAD] Junlong Zhou, Yufan Shen, Liying Li, Cheng Zhuo, Mingsong Chen, “Swarm Intelligence-Based Task Scheduling for Enhancing Security for IoT Devices”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Early Access. DOI: 10.1109/TCAD.2022.3207328.

[TCBB]  Kun Cao, Yangguang Cui, Liying Li, Junlong Zhou, Shiyan Hu, “CPU-GPU Cooperative QoS Optimization of Personalized Digital Healthcare Using Deep Learning and Swarm Intelligence”, IEEE Transactions on Computational Biology and Bioinformatics, Early Access. DOI: 10.1109/TCBB.2022.3207509.

[TCAD] Yangguang Cui, Kun Cao, Junlong Zhou, Tongquan Wei, “Optimizing Training Efficiency and Cost of Hierarchical Federated Learning in Heterogeneous Mobile-Edge Cloud Computing”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Early Access. DOI: 10.1109/TCAD.2022.3205551

[TASE] 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, Early Access. DOI: 10.1109/TASE.2022.3165174.

[IoT] Junlong Zhou, Tian Wang, Weiming Jiang, Hongxia Chai, Zebin Wu, "Decomposed Task Scheduling for Security-Critical Mobile Cyber-Physical Systems", IEEE Internet of Things Journal, Early Access. DOI 10.1109/JIOT.2021.3081434

[TASE] Junlong Zhou, Liying Li, Ahmadreza Vajdi, Xiumin Zhou, Zebin Wu, "Temperature Constrained Reliability Optimization of Industrial Cyber-Physical Systems using Machine Learning and Feedback Control", IEEE Transactions on Automation Science and Engineering, Early Access. DOI: 10.1109/TASE.2021.3062408

[TPDS'22] Tian Wang, Junlong Zhou, Liying Li, Gongxuan Zhang, Keqin Li, Xiaobo Sharon Hu, “Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit”, IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 12, pp. 3772-3768, 2022.

[TCC'22] 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.  

[TCC'22] 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. 

[TCAD'22] Junlong Zhou, Kun Cao, Xiumin Zhou, Mingsong Chen, Tongquan Wei, Shiyan Hu, "Throughput-conscious Energy Allocation and Reliability-aware Task Assignment for Renewable Powered In-Situ Server Systems”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 41, no. 3, pp. 516-529, 2022. ESI Highly Cited Paper   

[TR'22] Junlong Zhou, Mingyue Zhang, Jin Sun, Tian Wang, Xiumin Zhou, Shiyan Hu. “DRHEFT: Deadline-Constrained Reliability-Aware HEFT Algorithm for Real-Time Heterogeneous MPSoC Systems”, IEEE Transactions on Reliability, vol. 71, no. 1, pp. 178-189, 2022. ESI Hot Paper, ESI Highly Cited Paper

[TPDS'22] 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. 

[TDSC'22] Longxia Huang, Junlong Zhou, Gongxuan Zhang, Jin Sun, Tongquan Wei, Shui Yu, Shiyan Hu. “IPANM: Incentive Public Auditing Scheme for Non-Manager Groups in Clouds”, IEEE Transactions on Dependable and Secure Computing, vol. 19, no. 2, pp. 936-952, 2022.

[TII'21]  Junlong  Zhou, Jin Sun, Mingyue Zhang, Yue Ma, "Dependable Scheduling for Real-Time Workflows on Cyber-Physical Cloud Systems", IEEE Transactions on Industrial Informatics, vol. 17, no. 11, pp. 7820-7829, Nov. 2021.  ESI Highly Cited Paper

[TC'21] Liying Li, Junlong Zhou, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu. “Learning-Based Modeling and Optimization for Real-time System Availability”IEEE Transactions on Computers, vol. 70, no. 4, pp. 581-594, 2021. ESI Highly Cited Paper

[TSC'20] 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

[CSUR'20] 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, pp. 1-44, 2020. 

[TCAD'20] Yue Ma, Junlong Zhou, Thidapat Chantem, Robert P. Dick, Shige Wang, Xiaobo Sharon Hu. “Improving Reliability of Real-Time Embedded Systems on Integrated CPU and GPU Platforms”. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 39, no. 10, pp. 2218-2229, 2020. 

[TCAD'20] Yangguang Cui, Kun Cao, Liying Li, Junlong Zhou, Tongquan Wei, Shiyan Hu. “Augmented Cross-Entropy-Based Joint Temperature Optimization of Real-Time 3D MPSoC Systems”. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 39, no. 10, pp. 1987-1999, 2020. 

[TCAD'20] Kun Cao, Junlong Zhou, Guo Xu, Tongquan Wei, Shiyan Hu. “Exploring Renewable-Adaptive Computation Offloading for Hierarchical QoS Optimization in Fog Computing”. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 39, no. 10, pp. 2095-2108, 2020. 

[TAES'20] Xiaodao Chen, Hao Yu, Kun Cao, Junlong Zhou, Tongquan Wei, Shiyan Hu. “Uncertainty-Aware Flight Scheduling for Airport Throughput and Flight Delay Optimization”. IEEE Transactions on Aerospace and Electronic Systems, vol. 56, no. 2, pp. 853-862, 2020. 

[TPDS'20] Tian Wang, Junlong Zhou, Gongxuan Zhang, Tongquan Wei, Shiyan Hu. “Customer Perceived Value- and Risk-Aware Multiserver Configuration for Profit Maximization”. IEEE Transactions on Parallel and Distributed Systems, vol. 31, no. 5, pp. 1074-1088, 2020. 

[TCAD'20] Yue Ma, Junlong Zhou, Thidapat Chantem, Robert P. Dick, Shige Wang, Xiaobo Sharon Hu. “On-Line Resource Management for Improving Reliability of Real-Time Systems on Big–Little Type MPSoCs”. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 39, no. 1, pp. 88-100, 2020. 

[TR'20] Haifeng Gu, Jianning Zhang, Xinqian Zhang, Junlong Zhou, Tongquan Wei, Mingsong Chen. “DIAVA: A Traffic-based Framework for Detection of SQL Injection Attacks and Vulnerability Analysis of Leaked Data”. IEEE Transactions on Reliability, vol. 69, no. 1, pp. 188-202, 2020.  

[TC'19] Junlong Zhou, Xiaobo Sharon Hu, Yue Ma, Jin Sun, Tongquan Wei, Shiyan Hu, “Improving Availability of Multicore Real-Time Systems Suffering Both Permanent and Transient Faults”. IEEE Transactions on Computers, vol. 68, no. 12, pp. 1785-1801, 2019. ESI Hot Paper, ESI Highly Cited Paper 

[TCAD'19] Junlong Zhou, Jin Sun, Xiumin Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, and Xiaobo Sharon Hu, “Resource Management for Improving Soft-Error and Lifetime Reliability of Real-Time MPSoCs”. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 38, no. 12, pp. 2215-2228, 2019. ESI Highly Cited Paper 

[TCPS'19] Tongquan Wei, Junlong Zhou, Rajiv Ranjan, Isaac Triguero, Huafeng Yu, Chun Jason Xue, Schahram Dustdar. “Introduction to the Special Issue on Human-interaction-aware Data Analytics for Cyber-physical Systems”. ACM Transactions on Cyber-Physical Systems, vol. 3, no. 4, Article 35e, 2019. 

[TCAD'19] Kun Cao, Guo Xu, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, “QoS-Adaptive Approximate Real-Time Computation for Mobility-Aware IoT Lifetime Optimization”. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 38, no. 10, pp. 1799-1810, 2019. ESI Highly Cited Paper  

[TCAD'19] 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. 

[TCAD'19] 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. 

[TPDS'18] 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. 

[TCAD'18] 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. 

[TCAD'16] Junlong Zhou, Tongquan Wei, Mingsong Chen, Jianming Yan, Xiaobo Sharon Hu, Yue Ma. “Thermal-Aware Task Scheduling for Energy Minimization in Heterogeneous Real-Time MPSoC Systems”. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 35, no. 8, pp. 1269-1282, 2016. 

[TCASII'15] Junlong Zhou, Jianming Yan, Tongquan Wei, Xiaodao Chen, Kaijie Wu, Shiyan Hu. “Sharp Corner/Edge Recognition in Domestic Environments Using RGB-D Camera Systems”. IEEE Transactions on Circuits and Systems II, vol. 62, no. 10, pp. 987-991, 2015. 

      会议论文  

[DATE'22] Yangguang Cui, Kun Cao, Junlong Zhou and Tongquan Wei, “HELCFL: High-Efficiency and Low-Cost Federated Learning in Heterogeneous Mobile-Edge Computing”. IEEE/ACM Design, Automation & Test in Europe, pp. 1227-1232, 2022. 

[ASPDAC'21] Tian Wang, Kun Cao, Junlong Zhou, Gongxuan Zhang, Xiji Wang, “Power-Efficient Layer Mapping for CNNs on Integrated CPU and GPU Platforms: A Case Study”. The 26th IEEE/ACM Asia and South Pacific Design Automation Conference, pp. 627-632, 2021. 

[DATE'20] Jiankang Ren, Xin He, Junlong Zhou, Hongwei Ge, Guowei Wu, Guozhen Tan. “Efficient Latency Bound Analysis for Data Chains of Real-Time Tasks in Multiprocessor Systems”. IEEE/ACM Design, Automation & Test in Europe, pp. 436-441, Mar. 2020. 

[DATE'20] Minhui Zou, Zhenhua Zhu, Yi Cai, Junlong Zhou, Chengliang Wang, Yu Wang. “Security Enhancement for RRAM Computing System through Obfuscating Crossbar Row Connections”. IEEE/ACM Design, Automation & Test in Europe, pp. 466-471, Mar. 2020. 

[DATE'19] Liying Li, Tongquan Wei, Junlong Zhou, Mingsong Chen, Xiaobo Sharon Hu. “CE-Based Optimization for Real-time System Availability under Learned Soft Error Rate”. IEEE/ACM Design, Automation & Test in Europe, pp. 1331-1336, Mar. 2019. 

[DATE'18] 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, Mar. 2018. 

[DATE'18] Junlong Zhou, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu, Yue Ma, Gongxuan Zhang, Jianming Yan. “Variation-aware task allocation and scheduling for improving reliability of real-time MPSoCs”. IEEE/ACM Design, Automation & Test in Europe, pp. 171-176, Mar. 2018. 

[DATE'17] Junlong Zhou, Jianming Yan, Tongquan Wei, Mingsong Chen, Xiaobo Sharon Hu. “Energy-adaptive scheduling of imprecise computation tasks for QoS optimization in real-Time MPSoC systems”. IEEE/ACM Design, Automation & Test in Europe, pp. 1402-1407, Mar. 2017.

[ASPDAC'16] Junlong Zhou, Xiaobo Sharon Hu, Yue Ma, Tongquan Wei. “Balancing lifetime and soft-error reliability to improve system availability.” The 21st IEEE/ACM Asia and South Pacific Design Automation Conference, pp. 685-690, Jan. 2016. 

[ICPADS'16] Junlong Zhou, Jianfei Chen, Kun Cao, Tongquan Wei, Mingsong Chen. “Game Theoretic Energy Allocation for Renewable Powered In-Situ Server Systems”. The 22nd IEEE International Conference on Parallel and Distributed Systems, pp. 721-728, Dec. 2016.

      Best Paper Awards     

[CPSCom'22] Liying Li, Peijin Cong, Junlong Zhou, Zonghua Gu, Keqin Li, Data Availability Optimization for Cyber-Physical Systems”, The 15th IEEE International Conference on Cyber, Physical and Social Computing, 2022. Best Paper Award

[iThings'20] Mingyue Zhang, Junlong Zhou, Kun Cao, Shiyan Hu, Trusted Anonymous Authentication For Vehicular Cyber-Physical Systems”. The 13th IEEE International Conference on Internet of Things, pp. 37-44, Nov. 2020.  Best Paper Award   

      中文刊物

[软件学报] 邹敏辉,周俊龙,孙晋,汪成亮. 基于木马的方式增强 RRAM 计算系统的安全性. 软件学报, 32(8): 2457-2468, 2021.

[计算机研发] 段文雪, 胡铭, 周琼, 吴庭明, 周俊龙, 刘晓, 魏同权, 陈铭松. 云计算系统可靠性研究综述. 计算机研究与发展, 57(1), 102-123, 2020.


学术任职

期刊编委

期刊审稿人

会议主席

会议程序委员会成员


招生

课题组每年招收研究生多名,名额充足,欢迎报考研究生的同学联系我!邮箱:jlzhou@njust.edu.cn

课题组与国内外著名专家学者建立了长期紧密的合作关系,合作者主要来自于自清华大学、浙江大学、华东师范大学、英国南安普敦大学、美国圣母大学、密歇根大学安娜堡分校、纽约州立大学、瑞典于默奥大学、澳洲悉尼科技大学等。每位同学均有与领域大牛面对面交流,以及去往美国、英国、瑞典、澳洲等地方参与短期学术交流的机会。


指导学生

在读学生

毕业学生


Last update on 2020-05-25