|< BK21 플러스 BEST 정보기술 사업단 세미나 개최 안내 >
개최일시 : 2017년 01월 04일 수요일 15:00 ~ 17:00
세미나 제목 : Analysis and Optimization of Joint Caching and Multicasting in Large-scale Cache-enabled Wireless Networks
발표초록 : Caching and multicasting at base stations are two promising approaches to support massive content delivery over wireless networks. However, existing analysis and designs do not fully explore and exploit the potential advantages of the two approaches. In this talk, I will present analysis and optimization of joint caching and multicasting in large-scale cache-enabled wireless networks. In the first part of this talk, I will focus on large-scale cache-enabled single-tier wireless networks. First, I will present a random caching design and a corresponding multicasting design for efficient content delivery. I will show tractable expressions for the successful transmission probability in the general region and the high signal-to-noise ratio (SNR) and user density region. Then, I will discuss the successful transmission probability maximization, which is a very complex non-convex problem in general. I will present an iterative numerical algorithm to obtain a local optimal solution in the general region and an asymptotically optimal solution in the asymptotic region. In the second part of this talk, I will focus on large-scale cache-enabled heterogeneous wireless networks (HetNets) with backhaul constraints. First, I will present a hybrid caching design and a corresponding multicasting design, to support massive content delivery and alleviate the backhaul requirement in HetNets. I will show tractable expressions for the successful transmission probability in the general region as well as the high SNR and user density region. Then, I will discuss the successful transmission probability maximization, which is a very challenging mixed discrete-continuous optimization problem. I will present a near optimal solution with superior performance and manageable complexity. The analysis and optimization results in the two parts provide valuable design insights for practical cache-enabled wireless networks.
강연자 성함&직함 / 소속 : Ying Cui 교수 / Shanghai Jiao Tong University