MIAO, Yiming (to join in Fall 2021)

Research Assistant Professor

Education Background

Ph.D. Computer Architecture, Huazhong University of Science and Technology, 2021

B.S. Computer Science and Technology, Qinghai University, 2016

Research Field
Data-driven communications, Edge computing, and Internet of Things
Personal Website
Biography

Professor Yiming Miao will join The School of Data Science, The Chinese University of Hong Kong, Shenzhen as a research assistant professor in September 2021. She received the B.Sc. degree in College of Computer Science and Technology from Qinghai Univerisity, Xining, China in 2016. She will receive the Ph.D degree in School of Computer Science and Technology at Huazhong University of Science and Technology (HUST), Wuhan, China in 2021. She is the Web Chair for 12th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks & Communities (TRIDENTCOM 2017) and the Local Chair for 7th International Conference on Cloud Computing (CloudComp 2016). She has 30+ publications, including 4 IEEE Trans./Journal papers. Her Google Scholar Citations reached 700+ with a h-index of 11. Currently, her research includes Affective Computing, Edge Computing, 5G Mobile Communication System, Internet of Things, Unmanned Aerial Vehicle, Robotics, Blockchain and Wireless Sensor Network, etc.

 

Academic Publications

Selected Publications:

1       Yiming Miao, Y. Tang, B. Alzahrani, A. Barnawi, T. Alafif, L. Hu, "Airborne LiDAR assisted Obstacle Recognition and Intrusion Detection towards Unmanned Aerial Vehicle: Architecture, Modelling and Evaluation", IEEE Trans. Intelligent Transportation System, 2021. DOI: 10.1109/TITS.2020.3023189 (Q1 Journal, IF=6.319)

2       Yiming Miao, Y. Hao, H. Gharavi, M. Chen, K. Hwang, "Intelligent Task Caching in Edge Cloud via Bandit Learning", IEEE Transactions on Network Science and Engineering, 2021. DOI: 10.1109/TNSE.2020.3047417 (Q1 Journal, IF=5.213)

3       Yiming Miao, J. Song, H. Wang, L. Hu, M. Hassan, M. Chen, "Smart Micro-GaS: A Cognitive Micro Natural Gas Industrial Ecosystem Based on Mixed Blockchain and Edge Computing", IEEE IoT Journal, Vol. 8, No. 4, pp. 2289-2299, 2021. DOI: 10.1109/JIOT.2020.3029138 (Q1 Journal, IF=9.515)

4       Yiming Miao, M. Zhou, A. Ghoneim, "Blockchain and AI based Natural Gas Industrial IoT System: Architecture and Design Issues", IEEE Network, 2020. DOI: 10.1109/MNET.011.1900532 (Q1 Journal, IF=8.808)

5       Yiming Miao, G. Wu, M. Li, A. Ghoneim, M. S. Hossain, "Intelligent Task Prediction and Computation Offloading based on Mobile-edge Cloud Computing", Future Generation Computer Systems, Vol. 102, pp. 925-931, Jan. 2020. (Q1 Journal, IF=6.125)

6       M. Chen, Yiming Miao, H. Gharavi, L. Hu, I. Humar, "Intelligent Traffic Adaptive Resource Allocation for Edge Computing-based 5G Networks", IEEE Trans. Cognitive Communications and Networking, Vol. 6, No. 2, pp. 499-508, June 2020. (Q1 Journal, IF=4.574)

7       L. Hu, Yiming Miao, J. Yang, A. Ghoneim, M. S. Hossain, M. Alrashoud, "IF-RANs: Intelligent Traffic Prediction and Cognitive Caching toward Fog-Computing-Based Radio Access Networks", IEEE Wireless Communications, Vol. 27, No. 2, pp. 29-35, April 2020. (Q1 Journal, IF=11.391)

8       Xianzhi Li, Yiming Miao, Q. Yu, B. Alzahrani, A. Barnawi, A. Ahindi, Y. Hao, "Data Fusion for Intelligent Crowd Monitoring and Management Systems: A Survey", IEEE Access, 2021. DOI: 10.1109/ACCESS.2021.3060631 (Q1 Journal, IF=3.745)

9       Y. Jiang, Yiming Miao, B. Alzahrani, A. Barnawi, R. Alotaibi, L. Hu, "Ultra Large-Scale Crowd Monitoring System: Architecture and Design issues", IEEE IoT Journal, accepted, 2020. (Q1 Journal, IF=9.515)

10     Y. Tang, Yiming Miao, A. Barnawi, B. Alzahrani, R. Alotaibi, K. Hwang, "Joint Global and Local Path Planning Optimization based UAV Task Scheduling toward Crowd Air Monitoring", Computer Networks, 2021. DOI: 10.1016/j.comnet.2021.107913 (Q2 Journal, IF=3.111)

11     G. Wu, Yiming Miao, Y. Zhang, A. Barnawi, "Energy efficient for UAV-enabled mobile edge computing networks: Intelligent task prediction and offloading", Computer Communications, Vol. 150, pp. 556-562, 2020. (Q2 Journal, IF=2.816)

12     Yiming Miao, G. Wu, C. Liu, M. Hossain, G. Muhammad, "Green Cognitive Body Sensor Network: Architecture, Energy Harvesting, and Smart Clothing-Based Applications", IEEE Sensors Journal, Vol. 19, No. 19, pp. 8371-8378, Oct. 2019. (Q2 Journal, IF=3.073)

13     M. Chen, Yiming Miao, X. Jian, X. Wang, L. Hu, "Cognitive-LPWAN: Towards Intelligent Wireless Services in Hybrid Low Power Wide Area Networks", IEEE Trans. Green Communications and Networking, Vol. 3, No. 2, pp. 407-417, June 2019.

14     M. Chen, Yiming Miao, I. Humar, OPNET IoT Simulation, Springer, Singapore, Pages: 674, ISBN: 978-981-329-170-6, 2019. Professional Book

15     Yiming Miao, W. Li, D. Tian, M. S. Hossain, M. F. Alhamid, "Narrow Band Internet of Things: Simulation and Modelling", IEEE IoT Journal, Vol. 5, No. 4, pp. 2304-2314, 2018. (Q1 Journal, IF=9.515)

16     Yiming Miao, Y. Tian, L. Peng, M. Hossain, G. Muhammad, "Research and Implementation of ECG-based Biological Recognition Parallelizatio", IEEE Access, Vol. 6, pp. 4759-4766, 2018. (Q1 Journal, IF=3.745)

17     M. Chen, Yiming Miao, Y. Hao, K. Hwang, "Narrow Band Internet of Things", IEEE Access, Vol. 5, pp. 20557-20577, 2017. ESI Highly Cited Paper (250+ citations) (Q1 Journal, IF=3.745)

18     Yiming Miao, Y. Tian, J. Cheng, M. Hossain, A. Ghoneim, "RADB: Random Access with Differentiated Barring for Latency-Constrained Applications in NB-IoT Network", Wireless Communications and Mobile Computing, Article ID 6210408, 2018. (CCF C, IF=1.819)

19     Yiming Miao, Y. Jiang, L. Peng, M. Hossain, G. Muhammad, "Telesurgery Robot Based on 5G Tactile Internet", ACM/Springer Mobile Networks and Applications, Vol. 23, No. 6, pp. 1645-1654, 2018. (IF=2.602)

20     Y. Qian, J. Lu, Yiming Miao, W. Ji, R. Jin, E. Song, "AIEM: AI-enabled Affective Experience Management", Future Generation Computer Systems, Vol. 89, pp. 438-445, 2018. (Q1 Journal, IF=6.125)

21     L. Hu, Yiming Miao *, G. Wu, M. Hassan, I. Humar, "iRobot-Factory: An Intelligent Robot Factory based on Cognitive Manufacturing and Edge Computing", Future Generation Computer Systems, Vol. 90, pp. 569-577, 2018. (Q1 Journal, IF=6.125)

22     Y. Hao, Yiming Miao, L. Hu, M. Hossain, G. Muhammad, S. Amin, "Smart-Edge-CoCaCo: AI-Enabled Smart Edge with Joint Computation, Caching, and Communication in Heterogeneous IoT", IEEE Network , Vol. 33, No. 2, pp. 58-64, 2019. (Q1 Journal, IF=8.808)

23     J. Song, Yiming Miao, E. Song, M. Shamim Hossain, M. F. Alhamid, "Reliability-Aware Cooperative Node Sleeping and Clustering in Duty-Cycled Sensors Networks", Sensors, Vol. 18, No. 1, Article ID: 127, 2018. (Q2 Journal, IF=3.275)

24     M. Chen, Yiming Miao, L. Hu, "OPNET物联网仿真——基于5G通信与计算的物联网智能应用", 华中科技出版社, ISBN 978-7-5680-4755-5, Nov. 2018. (专著,74万字,477页)

25     J. Wang, Yiming Miao, P. Zhou, M. Hossain, S. Rahman, "A Software Defined Network Routing in Wireless Multihop Network", Journal of Network and Computer Applications, Vol. 85, pp. 76-83, 2017. (Q1 Journal, IF=5.570)

26     B. Li, L. Peng, Y. Hao, Yiming Miao *, M. Hassan, "Energy-Efficient Multiperiod Planning of Optical Core Network to Support 5G Networks", Transactions on Emerging Telecommunications Technologies, Vol. 28, No. 9, 2017. DOI: 10.1002/ett.3147 (IF=1.594)

27     P. Zhou, Y. Hao,J. Yang, W. Li, L. Wang, Yiming Miao, J. Song, "Cloud-assisted Hugtive Robot for Affective Interaction", Multimedia Tools and Applications, Vol. 76, No. 8, pp. 10839–10854, 2017. (IF=2.313)

28     Y. Ma, Y. Wang, J. Yang, Yiming Miao, W. Li ,"Big Health Application System based on Health Internet of Things and Big Data", IEEE Access, Vol. 5, No. 99, pp.7885-7897, 2017. (Q1 Journal, IF=3.745)

29     J. Yang, Yiming Miao, C. Han, Y. Tian, X. You, Y. Jiang, "OPPOCO: From Ad Hoc Cloudlet-assisted Edge Computation to Opportunistic Computation Offoading", 12th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks & Communities (TRIDENTCOM 2017), Dalian, China, Sept. 2017.

30     W. Li, J. Lu, Y. Xu, Z. Wei, Y. Tian, Yiming Miao *, "Wireless Cooperative Caching in Device-to-Device Networks: Simulation and Modeling", 12th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks & Communities (TRIDENTCOM 2017), Dalian, China, Sept. 2017. (Best Paper Award)

31     M. Liu, K. Lin, J. Yang, D. Xiao, Yiming Miao, L. Wang, W. Li, Z. Wei, J. Lu "Mobile Cloud Platform: Architecture, Deployment and Big Data Applications", cloudcomp 2016, Guangzhou, China, Nov. 2016. (Best Paper Award)

32     Yiming Miao, "Data Multi-hop Algorithm for Wireless Sensor Networks based on LEACH Protocol", International Conference on Electrical and Control Engineering 2015, Guilin, April 18-19 2015.

33     Yiming Miao, "Cluster-head Election Algorithm for Wireless Sensor Networks based on LEACH Protocol", International Conference on Sensors, Measurement and Intelligent Materials 2014, Zhuhai, November 25-26, 2014.