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Abstract

A system and method for determining application quality of experience. The system including: a logic module configured to collect input data associated with network traffic flow parameters and extract a feature set based on the network flow parameters; a model module configured to train a machine learning model to determine MOS based on the extracted feature set; and a traffic action module configured to monitor the MOS based on the machine learning model and the traffic flow in the network and determining application quality of experience based on the MOS. The method including: collecting input data associated with network flow parameters; extracting a feature set based on the collected data; training a model to determine MOS of network traffic based on the extract feature set; deploying the model to monitor the MOS of traffic flow in the computer network; and determining the quality of experience based on the MOS.

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