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 a plurality of machine learning models in a hierarchical order with data generated during processing of the received plurality of network packets used as inputs to the plurality of machine learning models;
• and
• providing the predicted presentation quality indicator for the extracted content to a server via a network,
• wherein the machine learning models of the plurality of machine learning models are associated with respective layers of the plurality of layers, and
• 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.

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 a plurality of machine learning models in a hierarchical order with data generated during processing of the received plurality of network packets used as inputs to the plurality of 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.