QoE-aware Networking¶
Overview¶
Quality of Experience (QoE) aware networking shifts focus from network-centric metrics (throughput, latency) to user-perceived application quality.
Note
This project develops QoE-driven resource allocation strategies for EdgeRIC.
The QoE Gap¶
Traditional network optimization targets:
Maximize throughput
Minimize latency
Ensure fairness
But users care about:
Video stall duration and frequency
Application responsiveness
Perceived quality consistency
Our Approach¶
QoE Estimation¶
Real-time inference of application-level QoE from network observables.
QoE-driven Scheduling¶
Resource allocation that directly optimizes user experience metrics.
Multi-application QoE¶
Balancing QoE across diverse concurrent applications.
Supported Applications¶
Video Streaming: Minimize rebuffering, maximize quality
Video Conferencing: Optimize for interactivity and clarity
Web Browsing: Reduce page load times
Gaming: Minimize input lag and frame drops
Results¶
Coming soon