Abstract:
Internet of Things (IoT) is a key enabler of smart cities, where a variety of applications proliferate to help citizen services. As different IoT applications have different service holders, it becomes necessary to employ network slicing (NS) to provide distinct virtual networks and differentiated QoS guarantees. Other than conventional IoT scenario, IoT applications relies on 5G networks for broad coverage, ultra low latency, and reliable connection. This work, in particular, proposes a self organizing network (SON) driven network slicing architecture, where software-defined networking (SDN) and network function virtualization (NFV) also play as the key enablers. Next, we introduce resource management for network slicing with deep learning technologies. Finally, we provide preliminary simulation results to justify the effectiveness and efficiency of our design.
Biography:
Bo Rong received the B.S. degree from Shandong University in 1993, the M.S. degree from Beijing University of Aeronautics and Astronautics in 1997, and the Ph.D. degree from Beijing University of Posts and Telecommunications in 2001. He is currently a Research Scientist with Communications Research Centre Canada, Ottawa, ON. He is also an Adjunct Professor at Ecole de technologie superieure (ETS), Universite du Quebec, Canada. Dr. Rong has authored or coauthored over 80 technical papers in major journals and conferences, as well as three book chapters in the areas of wireless networking & communications. Many of these publications have theoretical and practical significance to the research community and industry. For example, his work “Call Admission Control Optimization in WiMAX Networks”, was ranked #1 most accessed paper in August 2008 among all papers published in IEEE Transactions on Vehicular Technology, and #69 among all IEEE papers. Dr. Rong’s research interests include 5G SON and SDN for heterogeneous networks, 5G mmWave MIMO and radio resource management, and spectrum sharing and trading for Next generation cognitive mobile networks. He is a member of IEEE Communications Society and IEEE Broadcasting Society. He serves as an Associate Editor for IEEE Communication Letters as well as the Guest Editor of special issues for IEEE Communication Magazine, IEEE Wireless Communication Magazine and IEEE Internet of Things Journal.