1 citations · 1 across the 4 of their papers we have counts for
4 papers
Distributionally Robust Wireless Semantic Communication with Large AI Models
Long Tan Le, Senura Hansaja Wanasekara, Zerun Niu +7
Semantic communication (SemCom) has emerged as a promising paradigm for 6G wireless systems by transmitting task-relevant information rather than raw bits, yet existing approaches…
Reinforcement Learning -based Adaptation and Scheduling Methods for Multi-source DASH
Nghia T. Nguyen, Long Luu, Phuong L. Vo +3
Dynamic adaptive streaming over HTTP (DASH) has been widely used in video streaming recently. In DASH, the client downloads video chunks in order from a server. The rate adaptation…
Federated Deep Reinforcement Learning-based Bitrate Adaptation for Dynamic Adaptive Streaming over HTTP
Phuong L. Vo, Nghia T. Nguyen, Long Luu +3
In video streaming over HTTP, the bitrate adaptation selects the quality of video chunks depending on the current network condition. Some previous works have applied deep reinforce…
The Successive Approximation Approach for NUM Frameworks with Elastic and Inelastic Traffic
Phuong L. Vo, Nguyen H. Tran, Choong Seon Hong
The concave utility in the Network Utility Maximization (NUM) problem is only suitable for elastic flows. However, the networks with the multiclass traffic, the utility of inelasti…