The recent trend towards encrypted HTTPS traffic (e.g., YouTube, Vimeo) is about to inhibit the applicability of passive monitoring in the operators' networks to estimate the QoE of end users. However, machine learning is a promising approach to gain insights into the streaming quality from traffic/flow characteristics.
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