97 citations · 176 across the 21 of their papers we have counts for
4 papers · 1 filter
Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles
Won Joon Yun, Dohyun Kwon, Minseok Choi +3
This paper proposes a deep reinforcement learning-based video streaming scheme for mobility-aware vehicular networks, e.g., vehicles on the highway. We consider infrastructure-assi…
Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's Perspective
Minseok Choi, Andreas F. Molisch, Dong-Jun Han +2
In wireless caching networks, a user generally has a concrete purpose of consuming contents in a certain preferred category, and requests multiple contents in sequence. While most…
Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks
Minseok Choi, Albert No, Mingyue Ji +1
This paper proposes a video delivery strategy for dynamic streaming services which maximizes time-average streaming quality under a playback delay constraint in wireless caching ne…
Wireless Video Caching and Dynamic Streaming under Differentiated Quality Requirements
Minseok Choi, Joongheon Kim, Jaekyun Moon
This paper considers one-hop device-to-device (D2D)-assisted wireless caching networks that cache video files of varying quality levels, with the assumption that the base station c…