US 2026/0095370 A1 · SYSTEMS AND METHODS FOR DETERMINING AND LOCATING NETWORK COMPONENT ERRORS IN A DISTRIBUTED NETWORK

Abstract

Systems, computer program products, and methods are described herein for determining and locating network component errors in a distributed network. The present invention is configured to collect, from at least one source component, exception data at a pre-defined interval; group the exception data into a bucket(s) based on the at least one source component, the pre-defined interval, and an exception type; determine, based on the bucket(s) and by an artificial intelligence (AI) pattern module, an average exception count for the bucket(s) over the pre-defined interval; collect historical exception data associated with the bucket(s); compare, by the AI pattern module, the historical exception data associated with the bucket(s) and the average exception count for the bucket(s); and determine, based on the comparison, an outlier exception pattern for the bucket(s) for the pre-defined interval.

Claims20

Dependent claims

A system for determining and locating network component errors in a distributed network, the system comprising:

a memory device with computer-readable program code stored thereon;
at least one processing device operatively coupled to the at least one memory device and the at least one communication device, wherein executing the computer-readable code is configured to cause the at least one processing device to:
collect, from at least one source component, exception data at a pre-defined interval;
group the exception data into at least one bucket based on the at least one source component, the pre-defined interval, and an exception type;
determine, based on the at least one bucket and by an artificial intelligence (AI) pattern module, an average exception count for the at least one bucket over the pre-defined interval;
collect historical exception data associated with the at least one bucket;
compare, by the AI pattern module, the historical exception data associated with the at least one bucket and the average exception count for the at least one bucket;
and
determine, based on the comparison, an outlier exception pattern for the at least one bucket for the pre-defined interval.

6 more elements

A computer program product for determining and locating network component errors in a distributed network, the computer program product comprising a non-transitory computer-readable medium comprising code causing an apparatus to:

collect, from at least one source component, exception data at a pre-defined interval;
group the exception data into at least one bucket based on the at least one source component, the pre-defined interval, and an exception type;
determine, based on the at least one bucket and by an artificial intelligence (AI) pattern module, an average exception count for the at least one bucket over the pre-defined interval;
collect historical exception data associated with the at least one bucket;
compare, by the AI pattern module, the historical exception data associated with the at least one bucket and the average exception count for the at least one bucket;
and
determine, based on the comparison, an outlier exception pattern for the at least one bucket for the pre-defined interval.

4 more elements

Dependencies are inferred from the claim text.

Systems and methods for determining and locating network component errors in a distributed network

Life of this patent

Systems and methods for determining and locating network component errors in a distributed network

Life of this patent

Abstract

Claims20