| Biography | |
|---|---|
 Prof. Sheng-Tzong Steve Cheng CSIE, NCKU, Chinese Taipei |
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| Title: Snapshot for Network Slicing and Service Anomaly Detection in 5G Networks | |
| Abstract: Network Slices combine virtualization of resources with levels of isolation required for services in 5G Networks. Furthermore, the advance of SDN and NFV makes various service scenarios feasible in the 5G Networks. In this talk, we propose a snapshot system for checking error and creating snapshots on 5G network slicing system. Functions of fault detection, adaptive backup, and recovery modules are investigated. In case of faults, the administrator could restore system configurationfrom the nearest available snapshot. We also adopt the container technology, Docker, to provide more agile service provisioning than virtual machines. Services can be formed by service function chaining (SFC) consisting of containerized VNFs. In order to examine SFC integrity in the 5G network environment, we propose a framework to integrate NFV management and orchestration. The core of this framework is the anomaly detection mechanism for SFC integrity. The learning algorithm of our mechanism is based on extreme learning machine. In this talk, the performance avaluation of the work is presented. | |
| Biography: Sheng-Tzong Cheng (鄭憲宗) received the BS (1985) and MS (1987) in Electrical Engineering from the National Taiwan University, Taipei, Taiwan. He received the MS (1993) and PhD (1995) in Computer Science from the University of Maryland, College Park, MD, USA. He was an Assistant Professor of Computer Science and Information Engineering at the National Dong Hwa University, Hualien, Taiwan, in 1995. He joined the Department of Computer Science and Information Engineering, National Cheng-Kung University (NCKU), Tainan, Taiwan in 1997 and became an Associate Professor and a Professor in 1999 and 2004 respectively. Dr. Cheng was the recipient of the Lee, Kuo-Din Research Award (李國鼎研究獎) to highlight his research on multimedia and wireless communications. He advised many students to receive several top-prize awards from the contests held by the Ministry of Education and the Institute of Information Industry in Taiwan, etc. He serves as the proposal review committee of National Science Council, Taiwan. He also served as the proposal review committee of Research Grants Council, Hong Kong, China and Malaysia. Currently, Prof. Cheng is directing the ubiquitous sensing and cloud computing laboratory in CSIE, NCKU. He also serves as the director of CSIE division in the Ministry of Science and Technology (MOST) from 2019. He has published more than 100 papers in the international journals and conferences. He holds several ROC patents and several pending patents. He is enlisted in Marquis Who’s Who in Asia, and Who’s Who in Engineering and Sciences in 2006 to 2008. His research interests include information security, design and performance analysis of mobile computing, wireless communications, multimedia, quantum computing, and real-time systems. | |
