Enhanced network automation

A system for automating and testing communication network topologies, the system comprising:

• at least one processor coupled to memory, wherein the at least one processor is configured to:
• identify templates comprising respective communication network topologies defining network devices, connections between the network devices, roles associated with the network devices, and performance tests for the communication network topologies;
• select a first template of the templates;
• instantiate, based on the selection of the first template, an instance associated with generating a first communication network topology by establishing first connections between first network devices based on the first communication network topology and first roles associated with first network devices of the first communication network topology;
• generate performance test results for the first communication network topology based on performance of first performance tests defined by the first template;
• determine that the first communication network topology satisfies one or more performance criteria based on the generated performance test results;
• and
• display, on a display device, the determination that the first communication network topology satisfies the one or more performance criteria,
• wherein first test thresholds of the first performance tests are based on a machine learning model trained based on the communication network topologies and the performance tests.

A device for automating and testing communication network topologies, the device comprising at least one processor coupled to memory, the at least one processor configured to:

• identify templates comprising respective communication network topologies defining network devices, connections between the network devices, roles associated with the network devices, and performance tests for the communication network topologies;
• select a first template of the templates;
• instantiate, based on the selection of the first template, an instance associated with generating a first communication network topology by establishing first connections between first network devices based on the first communication network topology and first roles associated with first network devices of the first communication network topology;
• generate performance test results for the first communication network topology based on performance of first performance tests defined by the first template;
• determine that the first communication network topology satisfies one or more performance criteria based on the generated performance test results;
• and
• display, on a display device, the determination that the first communication network topology satisfies the one or more performance criteria,
• wherein first test thresholds of the first performance tests are based on a machine learning model trained based on the communication network topologies and the performance tests.