System and method for multi image matching for outage prediction, prevention, and mitigation for technology infrastructure using rules-based state machines

A method comprising:

• at a computing platform comprising at least one processor, a communication interface, and memory:
• configuring a rules-based state machine to predict system failure for a system based on telemetry state images and transitions between the telemetry state images;
• receiving initial telemetry data;
• generating, based on the initial telemetry data, an initial telemetry state image;
• receiving additional telemetry data;
• generating, based on the additional telemetry data, an additional telemetry state image;
• comparing a pattern, corresponding to the initial telemetry state image, the additional telemetry state image, and a transition between the initial telemetry state image and the additional telemetry state image, to the telemetry state images and the transitions between the telemetry state images of the rules-based state machine to identify a matching pattern, wherein comparing the pattern to the telemetry state images and the transitions between the telemetry state images of the rules-based state machine to identify the matching pattern comprises:
• using an image matching model to:
• identify a match between the initial telemetry state image and a first image of the telemetry state images, and
• identify a match between the additional telemetry state images and a second image of the telemetry state images, wherein the second image of the telemetry state images is linked to the first image of the telemetry state images within the rules-based state machine, wherein a transition between the initial telemetry state image and the additional telemetry state image matches a transition between the first image and the second image;
• identifying, using the identified matching pattern, a likelihood of failure for the system;
• and
• sending, based on the likelihood of failure for the system, one or more preemptive resolution commands causing modification of operations at the system to prevent a predicted failure, wherein sending the one or more preemptive resolution commands comprises directing a load management server associated with the system to redirect incoming requests away from the system.

One or more non-transitory computer-readable media storing instructions that, when executed by a computing platform comprising at least one processor, a communication interface, and memory, cause the computing platform to:

• configure a rules-based state machine to predict system failure for a system based on telemetry state images and transitions between the telemetry state images;
• receive initial telemetry data;
• generate, based on the initial telemetry data, an initial telemetry state image;
• receive additional telemetry data;
• generate, based on the additional telemetry data, an additional telemetry state image;
• compare a pattern, corresponding to the initial telemetry state image, the additional telemetry state image, and a transition between the initial telemetry state image and the additional telemetry state image, to the telemetry state images and the transitions between the telemetry state images of the rules-based state machine to identify a matching pattern, wherein comparing the pattern to the telemetry state images and the transitions between the telemetry state images of the rules-based state machine to identify the matching pattern comprises:
• using an image matching model to:
• identify a match between the initial telemetry state image and a first image of the telemetry state images, and
• identify a match between the additional telemetry state images and a second image of the telemetry state images, wherein the second image of the telemetry state images is linked to the first image of the telemetry state images within the rules-based state machine, wherein a transition between the initial telemetry state image and the additional telemetry state image matches a transition between the first image and the second image;
• identify, using the identified matching pattern, a likelihood of failure for the system;
• and
• send, based on the likelihood of failure for the system, one or more preemptive resolution commands causing modification of operations at the system to prevent a predicted failure, wherein sending the one or more preemptive resolution commands comprises directing a load management server associated with the system to redirect incoming requests away from the system.