114 citations · 194 across the 13 of their papers we have counts for
4 papers · 1 filter
A Deep Reinforcement Learning Approach for Dynamic Contents Caching in HetNets
Manyou Ma, Vincent W. S. Wong
The recent development in Internet of Things necessitates caching of dynamic contents, where new versions of contents become available around-the-clock and thus timely update is re…
Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach
Manyou Ma, Vincent W. S. Wong
In this paper, we investigate the joint user pairing and association problem for multicell non-orthogonal multiple access (NOMA) systems. We consider a scenario where the user equi…
Online Bitrate Selection for Viewport Adaptive 360-Degree Video Streaming
Ming Tang, Vincent W. S. Wong
360-degree video streaming provides users with immersive experience by letting users determine their field-of-views (FoVs) in real time. To enhance the users' quality of experience…
Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing Systems
Ming Tang, Vincent W. S. Wong
In mobile edge computing systems, an edge node may have a high load when a large number of mobile devices offload their tasks to it. Those offloaded tasks may experience large proc…