The Media Player Is the Best Sensor of User Experience
Packet and server observations alone cannot fully reconstruct the player’s current experience. Players report QoE metrics and their consumption, and add CMCD key–value pairs, such as buffer state, playback rate and throughput estimate, to ordinary HTTP media requests.