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: +8613739190598
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 Computer Science and Engineering Department at 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, 1 ESI Top 0.1% Hot Paper and 1 ESI Top 1% Highly Cited Paper.  

Prof. Zhou is the vice secretary general of CCF Technical Committee on Embedded Systems. He serves as an Associate Editor for the Journal of Circuits, Systems, and Computers and the IET Cyber-Physical Systems: Theory & Applications, 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. 


News

CFP: Sensors: Sensor Facilitated Cyber-Physical Systems

CFP: The 22nd IEEE International Conference on High Performance Computing and Communications (HPCC 2020)

CFP: Microprocessors and Microsystems, Special Issue on Holistic Technologies for Sustainable Cyber-Physical Systems (SI:HT4SCPS)

CFP: Software: Practice and Experience, Special Issue on Software and Hardware Co-Design for Sustainable Cyber-Physical Systems

CFP: The 13th IEEE International Conference on Cyber Physical and Social Computing (CPSCom2020)

CFP: The 16th IEEE International Conference on Embedded Software and Systems (ICESS 2020)


Research Interests


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

      Journal Articles

[TII'20]  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'20] 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'20] 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'20] 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 

[TC'20] 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, in press, 2020. DOI: 10.1109/TC.2020.2991177 

[TR'20] 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 

[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. 

[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. (Named a 2020 Thomson Reuters ESI Hot Paper, Among Top 0.1% Mostly Cited Papers in the Field of Computer Science) 

[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. (Named a 2020 Thomson Reuters ESI Highly Cited Paper, Among Top 1% Mostly Cited Papers in the Field of Engineering)   

[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     

[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. 

      中文刊物

[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

Chair

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