CPC H04L 43/55 (2022.05) [G06N 5/022 (2013.01); H04L 41/06 (2013.01)] | 20 Claims |
1. A method comprising:
by a controller configured to communicate with devices of a network, storing classifiers assigned to groups of the devices to identify device commonality that is distinct for each group;
associating, to the classifiers, historical probabilities of success with which an automated response executed by one or more of the devices remediates a device alarm event;
when a device of the devices reports the device alarm event, identifying each classifier to which the device belongs, each historical probability for each classifier, and classifier thresholds;
determining to execute the automated response on the device using each historical probability and the classifier thresholds;
after the automated response is executed on the device, performing a service test to test a service supported across the devices, and monitoring test results from the service test; and
after the service test, updating each historical probability using the test results.
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