Tuning switch performance parameters using neural networks

Abstract

Devices, computer-readable storage mediums, and methods tune performance parameters using one or more artificial intelligence models by monitoring data packets being received by a device, the data packets including one or more data characteristics, predicting, using the one or more artificial intelligence models, future data traffic patterns of the data packets, the predicting including categorizing the one or more data characteristics of the data packets, identifying, based on the predicted future data traffic patterns, one or more tuning parameters to improve bandwidth or reduce latency of the future data traffic patterns, and modifying one or more configurable parameters of the device to include the one or more tuning parameters.

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