CPC G06N 5/025 (2013.01) [G06N 5/022 (2013.01)] | 18 Claims |
1. A method comprising:
receiving, at a deep fusion reasoning engine, network telemetry data collected from a network, wherein the deep fusion reasoning engine is initiated with a seed ontology to populate a knowledge base of the deep fusion reasoning engine;
learning, by the deep fusion reasoning engine, resource utilizations for different heuristic packages that can be used in the network to evaluate operation of the network;
selecting, by the deep fusion reasoning engine, one of the heuristic packages based on the resource utilizations learned for the different heuristic packages, wherein the selected heuristic package comprises a subservice and a set of rules to be evaluated; and
deploying, by the deep fusion reasoning engine, the selected heuristic package for execution by a device in the network to evaluate operation of the network using the set of rules.
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