Orchestrator reporting of probability of downtime from machine learning process

A non-transitory computer readable medium including instructions that, when executed by at least one processor, cause the at least one processor to perform operations for reporting and remediating controller errors or faults, comprising:

• receiving operational data from a plurality of controllers in a communications network, the operational data being indicative of a plurality of runtime attributes of the plurality of controllers;
• generating a statistical model of the operational data based on the plurality of runtime attributes;
• receiving live, runtime updates from the plurality of controllers in the communications network;
• identifying, based on the live, runtime updates, an error associated with a controller in the communications network, the error being determined by a comparison of the live, runtime updates with the statistical model of the operational data to identify at least one deviation;
• determining a probability of downtime for the plurality of ECUs based on the operational data and the live, runtime updates;
• and
• sending a report based on the live, runtime updates, the report identifying the controller and the identified error.

A computer-implemented method for reporting and remediating controller errors or faults comprising:

• receiving operational data from a plurality of controllers in a communications network, the operational data being indicative of a plurality of runtime attributes of the plurality of controllers;
• generating a statistical model of the operational data based on the plurality of runtime attributes;
• receiving live, runtime updates from the plurality of controllers in the communications network;
• identifying, based on the live, runtime updates, an error associated with a controller in the communications network, the error being determined by a comparison of the live, runtime updates with the statistical model of the operational data to identify at least one deviation;
• determining a probability of downtime for the plurality of ECUs based on the operational data and the live, runtime updates;
• and
• sending a report based on the live, runtime updates, the report identifying the controller and the identified error.