The implementation of "Uncertainty-Aware Robust Adaptive Video Streaming with Bayesian Neural Network and Model Predictive Control" (NOSSDAV 2021)
☆40Oct 11, 2022Updated 3 years ago
Alternatives and similar repositories for BayesMPC
Users that are interested in BayesMPC are comparing it to the libraries listed below
Sorting:
- Reimplementing existing learning-based ABR algorithms for dynamic video streaming. These algorithms were implemented with Pytorch and pyt…☆40May 29, 2024Updated last year
- The Comyco's Video Description Dataset☆13Oct 10, 2024Updated last year
- Pensieve for 5G datasets.☆15Aug 26, 2021Updated 4 years ago
- Final project for Networks: Automatic Bitrate Algorithm Lab creation☆16May 6, 2020Updated 5 years ago
- The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, SAC, and support for both T…☆86Jan 18, 2025Updated last year
- Practical Implementation of ABR Algorithms Using Decision Trees (ACM MM 2019)☆36Apr 21, 2024Updated last year
- Code repository of GreenABR for MMSys 2022 submission☆13Apr 6, 2022Updated 3 years ago
- The source code of team 🥇Schaferct in 2nd Bandwidth Prediction of MMSys'24.☆15May 13, 2024Updated last year
- DeeCamp 2019 Team 19☆26Dec 30, 2022Updated 3 years ago
- Implementation of paper "MANSY: Generalizing Neural Adaptive Immersive Video Streaming With Ensemble and Representation Learning" and a t…☆20Dec 5, 2024Updated last year
- A Pytorch implementation of Pensieve (SIGCOMM'18)☆12Jun 17, 2020Updated 5 years ago
- Dataset of PiTree project.☆13Dec 27, 2021Updated 4 years ago
- Objective Quality-of-Experience Model Benchmark☆26Feb 26, 2020Updated 6 years ago
- Adaptive Video Streaming with Layered Neural Codecs☆46Apr 1, 2022Updated 3 years ago
- RL-AFEC: Adaptive Forward Error Correction for Real-time Video Communication Based on Reinforcement Learning☆20Mar 31, 2022Updated 3 years ago
- ACM MULTIMEDIA 2019 Grand Challenge☆55Nov 9, 2020Updated 5 years ago
- A Variegated Look at 5G in the Wild: Performance, Power, and QoE Implications (SIGCOMM '21)☆64Sep 16, 2021Updated 4 years ago
- ☆37Apr 15, 2023Updated 2 years ago
- This is an official repository of the paper, "Neural Adaptive Content-aware Internet Video Delivery"☆85Oct 26, 2023Updated 2 years ago
- Data analysis scripts for Puffer☆11Jun 4, 2025Updated 9 months ago
- Tube based Model Predictive Control that utilize Neural Networks to improve performance with adaptive control inputs.☆22Dec 8, 2021Updated 4 years ago
- Hairpin: Rethinking Packet Loss Recovery in Edge-based Interactive Video Streaming (NSDI 2024)☆25Mar 5, 2025Updated last year
- ITU-T Rec. P.1203 Codec Extension to VP9 and HEVC☆14Mar 16, 2020Updated 5 years ago
- Implementation of model predictive control using neural network model.☆26May 3, 2024Updated last year
- Tools to rebuild a VOXEL-enabled server and client.☆14Nov 11, 2021Updated 4 years ago
- Mobile network bandwidth traces☆13Oct 13, 2024Updated last year
- Real-time Bandwidth Prediction based on LSTM☆10Mar 19, 2025Updated 11 months ago
- Neural Adaptive Video Streaming with Pensieve (SIGCOMM '17)☆575Jul 2, 2021Updated 4 years ago
- ☆12Jul 12, 2020Updated 5 years ago
- This gym leverages NS3 and WebRTC, which can be used by reinforcement learning or other methods to build a Bandwidth Controller for WebRT…☆46May 25, 2021Updated 4 years ago
- ☆13May 29, 2018Updated 7 years ago
- Systems and Networking related Video research published in major venues of Computer Science.☆159Mar 11, 2023Updated 2 years ago
- ☆13Jan 26, 2023Updated 3 years ago
- Cellular Traces Collected in New York City for different scenarios☆12Jul 19, 2020Updated 5 years ago
- BBR Bufferbloat in DASH Video Project published at WWW 2021☆10Feb 10, 2021Updated 5 years ago
- Sabre: simulating ABR environments☆87Feb 27, 2023Updated 3 years ago
- LTS: A DASH Streaming System for Dynamic Multi-Layer 3D Gaussian Splatting Scenes☆19Sep 4, 2025Updated 6 months ago
- Reinforcement learning resources for PCC.☆167Apr 12, 2022Updated 3 years ago
- This is an official GitHub repository for the paper, "Engorgio: Neural Enhancement at Scale"☆34Mar 12, 2023Updated 2 years ago