Research Interests: Edge Computing
An Open Vehicular Data Analytics Platform (OpenVDAP) for future Connected and Autonomous Vehicles (CAVs). (Hosted on CAR lab)
AMBER Alert Assistant, A3 in short, enhances AMBER Alert using collaborative edge devices to track the kidnapper's vehicle in real-time.
This work has published as "Poster: Enhancing AMBER Alert using Collaborative Edges" on SEC 2017, and one regular paper "Distributed Collaborative Execution on the Edges and Its Application to AMBER Alerts" accepted by IEEE Internet of Things Journal.
A big data processing framework in collaborative edge environment.
Edge Video Analytics for Public Safety demonstrates that edge computing can reduce response latency and cost of transmission and energy, which we measure performances in some cases. For example, identify potentially dangerous events/objects (e.g., gunshot in a crime) using body-worn cameras and the cloud.
This work has published as "Demo Abstract: EVAPS: Edge Video Analysis for Public Safety" on SEC 2016.
An android application for entrance guard system based on WSN and smartphone. All locks form a network using WSN; the user sends a query to the server, then the server control the lock. The advantage of this application is the convenience of use and deployment.
This work awards the second price of the 7th National College Student Information Security Contest.
An android application for entrance guard system based on smartphone and arduino. The user gets the unlocking credential used once from the server. Hence the user can open the door with the credential and also the server can record this behavior. Here the lock is an electronic and controlled by an Arduino Uno which communications with smartphone using Bluetooth technology.
This work awards the second price of the 6th National College Student Information Security Contest and publishs as "一种基于AES的智能手机门禁系统方案(Chinese)".
Hong Zhong, Yiyuan Zhou, Qingyang Zhang, Yan Xu and Jie Cui, An Efficient and Outsourcing-supported Attribute-based Access Control Scheme for Edge-enabled Smart Healthcare, accepted by Future Generation Computer Systems, September 2020.
Qingyang Zhang, Hong Zhong, Jie Cui, Lingmei Ren and Weisong Shi, AC4AV: A Flexible and Dynamic Access Control Framework for Connected and Autonomous Vehicles, accepted by IEEE Internet of Things Journal, August 2020.
Lin Wang, Qingyang Zhang, Youhuizi Li and Weisong Shi, Enhancing On-board Vehicle Computing Unit using Mobile Edges for CAVs, in Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems (ICPADS), Tianjin, China, December 4-6, 2019.
Qingyang Zhang, Hui Sun, Xiaopei Wu and Hong Zhong, Edge Video Analytics for Public Safety: A Review, Proceedings of the IEEE, Vol. 107, No. 8, pp. 1675-1696, August 2019.
Lingmei Ren, Qingyang Zhang, Weisong Shi and Yanjun Peng, Edge-based Personal Computing Services：Fall Detection as a Pilot Study, Springer Computing, Vol. 101, No. 8, pp. 1199-1223, August 2019.
Liangkai Liu, Xingzhou Zhang, Qingyang Zhang, Andrew Weinert, Yifan Wang and Weisong Shi, AutoVAPS: An IoT-Enabled Public Safety Service on Vehicles, in Proceedings of 4th Workshop on Science of Smart City Operations and Platforms Engineering (SCOPE), Montreal, Canada, April 15-18, 2019.
Weisong Shi, Xingzhou Zhang, Yifan Wang and Qingyang Zhang, 边缘计算：现状与展望, 《计算机研究与发展》（60周年特刊), Vol. 56, No. 1, pp. 69-89, January 2019.
Qingyang Zhang, Hong Zhong, Jiaoren Wu and Weisong Shi, How Edge Computing and Initial Congestion Window Affect Latency of Web-based Services: Early Experiences with Baidu?, in Proceedings of 1st HotWoT, in conjunction with SEC 2018, Bellevue, WA, October 27, 2018.
Qingyang Zhang, Quan Zhang, Weisong Shi and Hong Zhong, Distributed Collaborative Execution on the Edges and Its Application to AMBER Alerts, IEEE Internet of Things Journal, Vol. 5, No. 5, pp. 3580-3593, October 2018.
Qingyang Zhang, Yifan Wang, Xingzhou Zhang, Liangkai Liu, Xiaopei Wu, Weisong Shi and Hong Zhong, OpenVDAP: An Open Vehicular Data Analytics Platform for CAVs, in Proceedings of the 38th IEEE International Conference on Distributed Computing Systems (ICDCS), Vision/Blue Sky Track, Vienna, Austria, July 2-5, 2018.
Quan Zhang, Qingyang Zhang, Weisong Shi and Hong Zhong, Firework: Data Processing and Sharing for Hybrid Cloud-Edge Analytics, IEEE Transactions on Parallel and Distributed Systems(TPDS), Vol. 29, No. 9, pp.2004-2017, September 2018.
Shanhe Yi, Zijiang Hao, Qingyang Zhang, Quan Zhang, Weisong Shi and Qun Li, LAVEA: Latency-aware Video Analytics on Edge Computing Platform, in Proceedings of 2nd ACM/IEEE Symposium on Edge Computing (SEC), San Jose, USA, October 12-14, 2017.
Qingyang Zhang, Quan Zhang, Weisong Shi and Hong Zhong, Poster: Enhancing AMBER Alert using Collaborative Edges, in Proceedings of 2nd ACM/IEEE Symposium on Edge Computing (SEC), San Jose, USA, October 12-14, 2017. (poster)
Xiaopei Wu, Robert Dunne, Qingyang Zhang and Weisong Shi, Edge Computing Enabled Smart Firefighting: Opportunities and Challenges, in Proceedings of 4th HotWeb, in conjunction with SEC 2017, San Jose, USA, October 14, 2017.
2013 - 2016
Qingyang Zhang, Zhifeng Yu, Weisong Shi and Hong Zhong, Demo Abstract: EVAPS: Edge Video Analysis for Public Safety, in Proceedings of 1st IEEE/ACM Symposium on Edge Computing (SEC), Washington DC, USA, October 27-28, 2016. (poster)
Quan Zhang, Xiaohong Zhang, Qingyang Zhang, Weisong Shi and Hong Zhong, Firework: Big Data Sharing and Processing in Collaborative Edge Environment, in Proceedings of 4th IEEE Workshop on Hot Topics in Web Systems and Technologies (HotWeb), Washington DC, USA, October 24-25, 2016.
Hong Zhong, Qingyang Zhang, Lichao Tian and Liangmin Wang, 基于分布式密钥共享的UWSN安全分簇方案, 《通信学报》, Vol. 36, No. 5, pp. 35-43, May 2015. (Chinese)
Jie Cui, Qingyang Zhang, Ke Cheng and Renjie Cui, 一种基于AES的智能手机门禁系统方案, 《信息网络安全》, Vol. 11, pp. 54-57, November 2013. (Chinese)
Proceedings of the IEEE, IEEE Internet of Things Journal, IEEE Transcations on Service Computing, IEEE Access, IEEE Internet Computing, Sustainable Computing: Informatics and Systems, Springer Computing