Understanding Video & App Performance Metrics
Evaluating user experience goes beyond just network speed. Key metrics include PSNR, video freeze duration, and application-level throughput. These metrics together help us understand the Quality of Experience (QoE).
Figure: Network throughput affects PSNR (video quality) and video freeze duration, both contributing to QoE.
1. Peak Signal-to-Noise Ratio (PSNR)
PSNR measures the quality of video or images after transmission. Higher PSNR means clearer, sharper video; lower PSNR leads to blurry or noisy playback.
2. Video Freeze Duration
Video freeze duration is the total time a video pauses or stalls during playback. Long freezes cause frustration, even if the rest of the video plays smoothly.
3. Application-Level Throughput
This measures the data successfully delivered to the application per unit time. High throughput ensures smooth playback; low throughput may cause buffering and reduced video quality.
Student-Friendly Analogy
- PSNR: How clear the TV picture is (HD vs blurry).
- Video Freeze: How often the TV pauses and spins "loading."
- Throughput: How fast the channel signal reaches the TV.
Together, these metrics define QoE—the real experience of the user.
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