research
∙
08/28/2023
Deep Reinforcement Learning for Uplink Scheduling in NOMA-URLLC Networks
This article addresses the problem of Ultra Reliable Low Latency Communi...
share
research
∙
04/11/2023
Distributed no-regret edge resource allocation with limited communication
To accommodate low latency and computation-intensive services, such as t...
research
∙
04/06/2020
Multi-Agent Deep Stochastic Policy Gradient for Event Based Dynamic Spectrum Access
We consider the dynamic spectrum access (DSA) problem where K Internet o...
research
∙
05/28/2019
Optimizing Adaptive Video Streaming in Mobile Networks via Online Learning
In this paper, we propose a novel algorithm for video rate adaptation in...
research
∙
05/28/2019
Online Learning for Robust Adaptive Video Streaming in Mobile Networks
In this paper, we propose a novel algorithm for video quality adaptation...
research
∙
04/01/2019
Learn2MAC: Online Learning Multiple Access for URLLC Applications
This paper addresses a fundamental limitation of previous random access ...
research
∙
03/01/2018
Classifying flows and buffer state for YouTube's HTTP adaptive streaming service in mobile networks
Accurate cross-layer information is very useful for optimizing and monit...
research
∙
05/24/2017
Traffic Profiling for Mobile Video Streaming
This paper describes a novel system that provides key parameters of HTTP...
research
∙
05/04/2017