6G: An Overview and a Novel Context-aware Caching Scheme
Mobile communication witnesses a new generation after every 10 years. This talk discusses key technologies of 6G mobile communication system. We will discuss basic attributes of 6G networks (such as speed, latency, concurrent access), key technologies (self sustaining networks, SDN, 3D networking, IoT, edge computing and cloud computing) and fundamental research challenges. Finally, the role of context-aware caching and the major approaches to caching based on machine and deep learning will be discussed. In the end, a context-aware caching scheme based on matrix factorization and collaborative filtering will be presented.
Prof. Noman Islam
Prof. Dr. Noman Islam has done PhD in Computer Science from FAST-NUCES, Karachi and PostDoc in information technology from UniKL, Malaysia. He is currently serving as Professor and HoD at Karachi Institute of Economics and Technology. He has more than 100 research publications with a citation count of 1200 and h-index of 11. He is also the founding member of Presidential Initiative for AI and Computing, Pakistan who has more than 10,000 enrolled students at present.