Video quality monitoring system

A method, comprising:

• receiving a plurality of network packets containing content encapsulated in a plurality of layers;
• processing the received plurality of network packets to extract the content for presentation;
• generating a predicted presentation quality indicator for the extracted content using one or more machine learning with data generated during processing of the received plurality of network packets used as inputs to the one or more machine learning models;
• and
• transmitting the predicted presentation quality indicator for the extracted content via a network.

A system, comprising:

• a server;
• and
• a plurality of edge devices configured to communicate with the server via a network, wherein each edge device of the plurality of edge devices comprises:
• computer-readable storage media storing one or more sequences of instructions;
• and processing circuitry configured to execute the one or more sequences of instructions to:
• receive a plurality of network packets containing content encapsulated in a plurality of layers;
• process the received plurality of network packets to extract the content for presentation;
• generate a predicted presentation quality indicator for the extracted content using one or more machine learning with data generated during processing of the received plurality of network packets used as inputs to the one or more machine learning models;
• and
• provide the predicted presentation quality indicator for the extracted content to the server via the network,
• wherein the data generated during processing of the received plurality of network packets is correlated across the plurality of layers to generate the predicted presentation quality indicator,
• wherein the server is configured to correlate the predicted presentation quality indicators provided by the plurality of edge devices to evaluate the system.