Junlong Zhou, Ph.D

Associate Professor

School of Computer Science and Engineering
Nanjing University of Science and Technology

Address: 2075-1 CS Building, 200 Xiaolingwei Road, Nanjing, China
Phone: +86-025-84315635
Email: jlzhou@njust.edu.cn

[中文版] [Biography] [News] [Research Interests] [Selected Publication] [Service] [Student]


Biography

Professor Junlong Zhou received his Ph.D. in Computer Science from East China Normal University in June 2017. He was a visiting scholar in the Computer Science and Engineering Department at the University of Notre Dame during 2014-2015. He is currently an Associate Professor in the School of Computer Science and Engineering at Nanjing University of Science and Technology, China. His research interests include embedded systems, cloud-edge-IoT, and cyber-physical systems, where he has published more than 70 refereed papers, including 25 IEEE/ACM Transaction papers, 2 ESI Top 0.1% Hot Paper, 3 ESI Top 1% Highly Cited Paper, and 1 IEEE Best Paper Award.  

Prof. Zhou is the vice secretary general of CCF Technical Committee on Embedded Systems and the secretary general of JSCS Technical Committee on System Architecture. He serves as an Associate Editor for the Journal of Circuits, Systems, and Computers, the IET Cyber-Physical Systems: Theory & Applications, the International Journal of Internet of Things and Cyber-Physical Systems, and the Chinese Journal of Computer Engineering, a Subject Area Editor for the Journal of Systems Architecture: Embedded Software Design, and a Guest Editor for 6 ACM/IET/Elsevier/Wiley/MDPI Journals such as ACM Transactions on Cyber-Physical Systems. He has held chair positions in many IEEE/ACM conferences. He is a member of CCF, IEEE, and ACM. 

Awards     


News

CFP: Special Issue on Cyber Security for Internet of Things

One paper got accepted by IEEE IoT. 

One paper got accepted by Elsevier JSA. 

One paper got accepted by IEEE TCAD. 

One paper got accepted by IEEE TASE. 

Invited to serve as TPC for the Real-Time Systems Symposium (RTSS 2021) . Please consider to submit your best work! 

Invited to serve as TPC for the Design Automation Conference (DAC 2021). Please consider to submit your best work! 


Research Interests


Selected Publication [Google Scholar] [DBLP] [Full Publication List]

      Journal Articles

[IoT'21] 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, accepted.

[TCAD'21] 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, in press, 2021. DOI: 10.1109/TCAD.2021.3068095

[TASE'21] 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, in press, 2021. DOI: 10.1109/TASE.2021.3062408

[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, in press. DOI: 10.1109/TII.2020.3011506

[TDSC'21] 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, in press, 2020. DOI: 10.1109/TDSC.2020.3004827 

[TCC'21] Peijin Cong, Guo Xu, Junlong Zhou, Mingsong Chen, Tongquan Wei, and Meikang Qiu. “Scheduling Personalized User Requests in Multiserver Cloud for Profit Maximization”, IEEE Transactions on Cloud Computing, in press, 2020. DOI: 10.1109/TCC.2020.3000792 

[TCC'21] Peijin Cong, Junlong Zhou, Tongquan Wei, Mingsong Chen. “Personality-guided Cloud Pricing via Reinforcement Learning”, IEEE Transactions on Cloud Computing, in press, 2020. DOI: 10.1109/TCC.2020.2992461 

[TR'21] 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, in press, 2020. DOI: 10.1109/TR.2020.2981419 

[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.

[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 and 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 and 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. 

[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. 

      Conference Papers     

[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.

[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)     

[GLOBECOM'20] Mingyue Zhang, Junlong Zhou, Gongxuan Zhang, Longxia Huang, Tian Wang, and Shui Yu. “Scalable and Updatable Attribute-based Privacy Protection Scheme for Big Data Publishing”. The 2020 IEEE Global Communications Conference, Taipei, Taiwan, pp. 1-6, 2020. 

[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. 

[ISPA'19] Ruiming Yang, Kun Cao, Peijin Cong, Junlong Zhou, Mingsong Chen, and Tongquan Wei. “Personality-Aware VNF Deployment for Profit Maximization”. The 17th IEEE International Symposium on Parallel and Distributed Processing with Applications, pp. 380-387, 2019. 

[HPCC'19] Tian Wang, Gongxuan Zhang, Junlong Zhou, Liying Li, Huanhuan Zhang, Mingyue Zhang. “Game Theoretic Fund Allocation for Maximizing Throughput of Multiserver Systems in Cloud”. IEEE 21st International Conference on High Performance Computing and Communications, pp. 911-920, 2019.  

[HPCC'19] Lu Yin, Yi Zhang, Junlong Zhou, Qing Chang, Jin Sun. “An Aging-Aware Routing Algorithm for Improving Reliability in NoC-Based Multicore Systems”. IEEE 21st International Conference on High Performance Computing and Communications, pp. 1749-1756, 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. 

[ICPADS'18] Guo Xu, Tongquan Wei, Junlong Zhou, Mingsong Chen. “Leveraging User Heterogeneities to Maximize Profits in the Cloud”. The 24th IEEE International Conference on Parallel and Distributed Systems, pp. 170-177, Dec. 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.

[ICPADS'17] 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. 

[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.

      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, 录用. 

[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.


Professional Service

Editorial Member

Reviewer

Conference Chair

IEEE Technical Committee Member

Conference TPC Member


Students

A Message for Prospective Students and Colleagues

I'm interested in new colleagues at all levels: undergraduates, graduate students, and post-docs. I'm looking for bright and self-motivated students who have a strong interest in cloud-edge-IoT and system design.

If you are currently studying at NJUST and want to work with me (or you just want to discuss your brilliant idea with me), feel free to send me an email [jlzhou (at) njust.edu.cn] to arrange an appointment.

Current Students

I am fortunate to work with the following excellent students:

Graduated

Wish them all the best for their future endeavors:


Last update on 2020-05-25