CPC H04L 41/145 (2013.01) [G05B 17/02 (2013.01); G06F 16/2477 (2019.01); G06F 17/16 (2013.01); G06N 7/01 (2023.01); H04L 41/142 (2013.01); H04L 43/08 (2013.01); H04L 43/0829 (2013.01); H04L 43/0858 (2013.01); H04L 43/087 (2013.01); H04L 43/0888 (2013.01)] | 17 Claims |
1. A method, comprising:
accessing historical network traffic data corresponding to data requests sent between a set of client devices and a server system;
based on the historical network traffic data, generating a set of synthetic data requests for a particular application;
generating one or more synthetic download outcomes for the set of synthetic data requests;
determining a set of performance metrics of the particular application by comparing, based on the one or more synthetic download outcomes, performance of the particular application under different combinations of network values;
generating TCP parameters for the particular application based on the set of performance metrics, wherein the TCP parameters improve network performance of the particular application; and
causing a client device that is executing the particular application to be configured with the TCP parameters.
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