Systems and methods for optimizing a network based on weather events

A device, comprising:

• one or more processors configured to:
• receive a weather event forecast for a geographical location associated with a network that includes network devices;
• process the weather event forecast, with a correlation model, to determine an anticipated behavior of the network in response to the weather event forecast,
• wherein the correlation model has been trained based on one or more of:
• historical network behavior data associated with the network,
• historical weather data associated with the geographical location, or
• historical action data identifying historical actions taken for the network in response to the historical weather data;
• process data identifying the anticipated behavior of the network, with the correlation model, to identify one or more actions to take in response to the anticipated behavior;
• and
• perform the one or more actions.

A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:

• one or more instructions that, when executed by one or more processors of a device, cause the device to:
• receive historical network behavior data associated with a network that includes network devices;
• receive historical weather data associated with a geographical location associated with the network;
• train a correlation model, with the historical network behavior data and the historical weather data, to generate a trained correlation model;
• receive a weather event forecast associated with the geographical location;
• process the weather event forecast, with the trained correlation model, to determine an anticipated behavior of the network in response to the weather event forecast;
• and
• perform one or more actions in response to the anticipated behavior of the network.