search

GreenLv / Lumos

Lumos, a decision-tree-based throughput predictor for adaptive streaming - IEEE INFOCOM 2022 & IEEE TMC 2023
MIT License
6 stars 1 forks source link

Can Lumos be combined with reinforcement learning-based ABR algorithms? #1

Open 851682852 opened 1 month ago

GreenLv commented 1 month ago

Sure. Please refer to "Accurate Throughput Prediction for Improving QoE in Mobile Adaptive Streaming" (TMC 2023), VI. B -- Integrated Into Other ABR Algorithms. Besides, the following works may also help:

  1. PRIOR: deep reinforced adaptive video streaming with attention-based throughput prediction (NOSSDAV 2022)
  2. Data-Driven Bandwidth Prediction Models and Automated Model Selection for Low Latency (TMM 2021)