Prof. Haijun Zhang | 张海君教授
(IEEE Fellow, IET Fellow, Distinguished Lecturer of IEEE)
IEEE会士, IET会士, IEEE通信学会杰出讲师
University of Science and Technology Beijing, China
Speech: 6G Network Resource Optimization
Abstract: This talk will identify and discuss technical challenges and
recent results related to 6G mobile network resource optimization. The
talk is mainly divided into four parts. The first part will introduce 6G
mobile networks, discuss about the 6G mobile networks architecture, and
provide some main technical challenges in 6G mobile networks. The second
part will focus on the issue of resource management in 6G networks and
provide different recent research findings that help to develop
engineering insights. The third part will address the machine learning
and deep learning method based future 6G networks and address some key
research problems. The last part will summarize by providing a future
outlook of 6G mobile network optimization.
Biography: Haijun Zhang is currently a Full Professor and Associate Dean in School of Computer and Communications Engineering at University of Science and Technology Beijing, China. He was a Postdoctoral Research Fellow in Department of Electrical and Computer Engineering, the University of British Columbia (UBC), Canada. He serves/served as Track Co-Chair of VTC Fall 2022 and WCNC 2020/2021, Symposium Chair of Globecom'19, TPC Co-Chair of INFOCOM 2018 Workshop on Integrating Edge Computing, Caching, and Offloading in Next Generation Networks, and General Co-Chair of GameNets'16. He serves/served as an Editor of IEEE Transactions on Communications, and IEEE Transactions on Network Science and Engineering. He received the IEEE CSIM Technical Committee Best Journal Paper Award in 2018, IEEE ComSoc Young Author Best Paper Award in 2017, IEEE ComSoc Asia-Pacific Best Young Researcher Award in 2019. He is a Distinguished Lecturer of IEEE and a Fellow of IEEE.
Prof. Tao Zhang | 张涛教授
North China University of Technology, China
Speech: Internet of things Full Scene Smart Community Comprehensive Services and Demonstration Applications
Abstract: "The community is the grass-roots foundation. Only with a
solid foundation can the national building be stable.""Strengthen the
construction of community service capacity, better provide accurate and
refined services for the masses, create a community governance pattern
of co-construction, co-governance and sharing, and effectively enhance
the residents' sense of gain, happiness and security“____Xi JinPing.
The smart community has a large number of smart devices and terminals, and generates massive data and diversified service scenarios, providing a platform for the integrated development of various elements of the "new infrastructure". The smart community integrates the big data of underwear, food, housing and transportation in the shared area, optimizes the resource allocation of "new infrastructure", improves the government's ability to make quick decisions and personalized services, and provides a comprehensive carrier for the development of "new infrastructure". For the whole scenario of community public safety, livelihood services and comprehensive governance, the technical system based on Risk Intelligent Research and judgment, intelligent enjoyment of livelihood services, and intelligent and accurate governance urgently needs to be improved. The integrated community comprehensive service platform based on 5G, edge computing, artificial intelligence, blockchain and other new technologies has not been formed. The scientific, refined, and intelligent security, service, and governance capabilities of communities urgently need to be improved. Based on new generation technologies such as "cloud, big, physical, mobile, intelligent, and chain", we aim to innovate the mechanism, technology, and culture of smart communities in the new era, facing the full range of community public safety, livelihood services, and comprehensive governance scenarios, and create a model of safe, intelligent, and reassuring communities.
Biography: Professor Zhang Tao, doctoral supervisor, and project leader of the National Key R&D Program's key project "Internet of Things Full Scene Smart Community Comprehensive Service and Application Demonstration". The Central Organization Department has introduced overseas high-level talents as the "National Key Talent Project Expert", Vice President of the Beijing Europe and America Alumni Association, President of the Beijing Academician Expert Electronics Branch, Special Expert of the Beijing Overseas High Level Talents "Sea Gathering Project", "High end Leading Talent" of the National Zhongguancun Science and Technology Demonstration and Entrepreneurship Base, and Beijing International "High end International Talent" Award. He once served as the chief architect of the computer expert system of Volkswagen, and designed and developed the TCX simulation expert system for Volkswagen by using deep learning neural network and Big data processing technology. The expert system saves 1 billion euros for Volkswagen every year, and the system won the Volkswagen Technology Innovation Award. He used to be a senior consultant of IBM's banking business in the United States, and has rich successful experience in the application of bank Big data technology. He designed the top-level architecture of IBM's Personal finance products in the bank, helping IBM to have major markets and customers in the bank's Big data business. Once served as Vice President of Technology and Operation Department of Bank of America, designed and developed the bank's customer risk rating and customer credit credit system using Big data technology. Up to now, Bank of America still uses his customer line rating and credit credit system developed by my leadership, and the system has won the outstanding contribution award of Bank of America. Main research directions: 1. Application of neural network deep learning in Big data analysis, event triggering and process collaborative driving, Knowledge graph, rule inference engine, data consistency and integration Big data and Data Mining&Analysis; 2. Research and application of "data middle ground" core algorithm model, data Feature engineering, data governance engineering, data tag portrait, Knowledge graph, intelligent decision engine architecture design and construction, providing 360 dimensional support for application scenarios. Lead the design, development and online implementation of 28 intelligent application systems in the whole process, which are: 1. intelligent financial risk prevention and control, 2. urban brain, 3. safe city, 4. intelligent transportation, 5. intelligent medical care, 6. intelligent government, 7. intelligent manufacturing, 8. intelligent travel services, 9. intelligent community, 10. intelligent social governance and other industrial applications, providing the most advanced design and construction of the Internet of Things and Big data intelligent application platform. National Gold Shield Engineering Technology Expert, National Development and Reform Commission Information Technology Construction Key Project Expert, Key Research and Development Plan Key Special Project Leader of the Ministry of Science and Technology of China, National Natural Science Foundation Expert, Doctoral Dissertation Review Expert of the Academic Committee of the Ministry of Education, and Entrepreneurship Guidance Teacher for Overseas Chinese Students from the Ministry of Human Resources and Social Security. He is a cutting-edge technology leader in the field of artificial intelligence applications and has been invited to serve as the President of the International Artificial Intelligence Conference for 6 times.