Systems and methods for determining network configurations using historical and real-time network metrics

An apparatus for optimizing network performance, comprising:

• a memory that stores a set of instructions;
• and
• a hardware processor configured to execute the set of instructions to perform:
• receiving data related to one or more network metrics;
• determining whether the received data is to be used for creating a new model or updating an existing model that represents a recurring pattern in the received data to be used to predict or detect one or more network events;
• if the received data is not to be used for creating the new model or updating the existing model, then apply the data to the existing model;
• determining a configuration related to the one or more network devices based on the received data being applied to the determined model;
• and
• configuring the one or more network devices according to the determined configuration.

A non-transitory computer readable medium that stores a set of instructions that is executable by at least one processor of an apparatus to cause the apparatus to perform a method for optimizing network performance, the method comprising:

• receiving data related to one or more network metrics;
• determining whether the received data is to be used for creating a new model or updating an existing model that represents a recurring pattern in the received data to be used to predict or detect one or more network events;
• if the received data is not to be used for creating the new model or updating the existing model, then apply the data to the existing model;
• determining a configuration related to the one or more network devices based on the received data being applied to the determined model;
• and
• configuring the one or more network devices according to the determined configuration.