Systems and methods for detecting network congestion and automatically deploying a network slice

A device, comprising:

• one or more processors configured to:
• receive network congestion data associated with a network providing a network slice to a user device,
• wherein the network congestion data includes data identifying a number of users, an average throughput, a latency, and one or more key performance indicators associated with the network;
• receive media data associated with the user device;
• receive weather data associated with the user device;
• process the number of users, the average throughput, the latency, and the one or more key performance indicators, with a deep learning model, to generate a congestion decision for the network;
• activate a new network slice for the user device based on the congestion decision indicating congestion in the network;
• select a region, a duration, and a type for the new network slice based on activating the new network slice and based on the media data and the weather data;
• and
• cause the network to provision the new network slice for the user device based on the region, the duration, and the type for the new network slice.

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 network congestion data associated with a network providing a network slice to a user device,
• wherein the network congestion data includes data identifying a number of users, an average throughput, a latency, and one or more key performance indicators associated with the network;
• receive media data associated with the user device;
• receive weather data associated with the user device;
• process the number of users, the average throughput, the latency, and the one or more key performance indicators, with a deep learning model, to generate a congestion decision for the network;
• selectively:
• activate a new network slice for the user device based on the congestion decision indicating congestion in the network, or
• maintain the network slice for the user device based on the congestion decision indicating no congestion in the network;
• select a region, a duration, and a type for the new network slice based on activating the new network slice and based on the media data and the weather data;
• and
• cause the network to provision the new network slice for the user device based on the region, the duration, and the type for the new network slice.