Deyu Zhang (06/03/1987) is an assistant professor with School of Software in Central South University (CSU). He received his Ph. D in Central South university. He recevied the B.Sc. degree from PLA Information Engineering University in 2005; and M. Sc degree from Central South University in 2012, China, all in Communication Engineering.
His research interests include modeling and performance optimization in edge/transparent computing, and green senor/IoT networks.
A special issue on IEEE Internet of Things Journal titled "Emerging Computing Offloading for IoTs: Architectures, Technologies, and Applications " is calling for submissions [CFP].
The 1st International Workshop on Sustainable Edge Computing for IoT systems (SECIoT 2018) held in conjunction with ICCCN 2018 is calling for submissions [CFP].
September 2017 - Our paper titled "Resource Allocation for Green Cloud Radio Access Networks with Hybrid Energy Supplies" is accepted by IEEE TVT.
May 2017 - Our paper titled "Collaborative mobile charging policy for perpetual operation in large-scale wireless rechargeable sensor networks" is accepted by Neurocomputing.
Modeling and Performance Optmization in Edge/Transparent Computing
Deyu Zhang, Long Tan, Ju Ren, Mohamad Khattar Awad,, Shan Zhang, Yaoxue Zhang " Near-optimal and Truthful Online Auction for Computation Offloading in Green Edge-Computing Systems
",IEEE Transactions on Mobile Computing, to appear. DOI: 10.1109/TMC.2019.2901474 [pdf]
Chugui Xu ; Ju Ren ; Deyu Zhang ; Yaoxue Zhang ; Zhan Qin ; Kui Ren " GANobfuscator: Mitigating Information Leakage under GAN via Differential Privacy
, to appear. DOI: 10.1109/TIFS.2019.2897874 [pdf]
Chugui Xu, Ju Ren, Deyu Zhang, Yaoxue Zhang, "
Distilling at the Edge: A Local Differential Privacy Obfuscation Framework for IoT Data Analytics ",IEEE Communications Magazine, vol. 56, no. 8, pp 20-25. [pdf]
Deyu Zhang, Ruyin Shen, Ju Ren, Yaoxue Zhang, " Delay-optimal Proactive Service Framework for Block-Stream as a Service ",IEEE Wireless Communications Letters, vol. 7, no. 4, pp 598-601. DOI: 10.1109/LWC.2018.2799935 [pdf]
Hui Guo, Ju Ren, Deyu Zhang, Yaoxue Zhang, and Junying Hu " A Scalable and Manageable IoT Architecture based on Transparent Computing ", Journal of Parallel & Distributed Computing , to appear. DOI: 10.1016/j.jpdc.2017.07.003 [pdf]
Ju Ren, Yundi Guo, Deyu Zhang, Qingqing Liu, and Yaoxue Zhang " Distributed and Efficient Object Detection in Edge Computing: Challenges and Solutions ", IEEE Network , to appear. DOI: 10.1109/MNET.2018.1700415
Resource Allocation in Green Sensor/IoT Networks
Ju Ren ; Sheng Yue ; Deyu Zhang* ; Yaoxue Zhang ; Jiannong Cao, “Joint Channel Assignment and Stochastic Energy Management for RF-Powered OFDMA WSNs
",IEEE Transactions on Vehicular Technology, vol.68, no.2, pp 1578-1592. 10.1109/TVT.2018.2888635. [pdf]
Deyu Zhang, Ying Qiao, Liang She, Ruyin Shen, Ju Ren, and Yaoxue Zhang, “Two Time-Scale Resource Management for Green Internet of Things Networks",IEEE Internet of Things Journal, to appear. DOI: 10.1109/JIOT.2018.2842766. [pdf]
Deyu Zhang, Zhigang Chen, Lin X. Cai, Haibo Zhou, Ju Ren, and Xuemin (Sherman) Shen, “Resource Allocation for Green Cloud Radio Access Networks With Hybrid Energy Supplies",IEEE Transactions on Vehicular Technologies, vol. 67, no. 2, pp. 1684-1697. DOI: 10.1109/TVT.2017.2754273. [pdf]
Ju Ren, Junying Hu, Deyu Zhang*, Hui Guo, Yaoxue Zhang, Xuemin (Sherman) Shen, " RF Energy Harvesting and Transfer in Cognitive Radio Sensor Networks: Opportunities and Challenges ",IEEE Communications Magazine, vol.56, no. 2, pp. 104-110. [pdf]
Ju Ren, Junying Hu, Ruilong Deng, Deyu Zhang*, Yaoxue Zhang, Xuemin Sherman Shen, " Joint Load Scheduling and Voltage Regulation in Distribution System with Renewable Generators ",IEEE Transactions on Industrial Informatics, to appear. DOI: 10.1109/TII.2017.2782725 [pdf]
Zhigang Chen, Xuehan Chen, Deyu Zhang, and Feng Zeng, " Collaborative mobile charging policy for perpetual operation in large-scale wireless rechargeable sensor networks", Neurocomputing, vol. 270, pp. 137-144, Dec. 2017. DOI: 10.1016/j.neucom.2017.02.094 [pdf]
Deyu Zhang, Zhigang Chen, Haibo Zhou, and Xuemin (Sherman) Shen, “Resource Management for Energy and Spectrum Harvesting Sensor Networks&rdquo, Springerbrief.
Haibo Zhou, Nan Cheng, Ning Lu, Lin Gui, Deyu Zhang, Yu Quan, Fan Bai, and Xuemin(Sherman) Shen, "WhiteFi Infostation: Engineering Vehicular Media Streaming with Geolocation Database", IEEE Journal on Selected Area in Communications, to appear.
Deyu Zhang, Zhigang Chen, Lin X. Cai, Haibo Zhou, Ju Ren, and Xuemin (Sherman) Shen, “Resource Allocation for Green Cloud Radio Access Networks Powered by Renewable Energy”, in Proc. of IEEE Globecom 2016.