Failure prediction system
AssigneeWells Fargo Bank, N.A.
InventorsJimmie Harold Lenz, James Frances Horn, III, Amy Marie Otis
Life of this patent
Estimating the term…
Abstract
Among other things, embodiments of the present disclosure can help improve the functionality of failure prediction systems by identifying potential future failure events in a hardware or software component based on an analysis of current and historical information for the system. Embodiments of the present disclosure may use historical data associated with past technology failures to identify causal factors identified in current event data to help predict future outages and disruptions.
Claims23
A system comprising:
- at least one processor;
- and
- memory including instructions that, when executed by the at least one processor, cause the at least one processor to perform operations to:
- receive information regarding a current event associated with a computing device;
- apply a named entity recognition function to historical information associated with the computing device to identify related events that are similar to the current event, wherein the named entity recognition function identifies entities associated with the computing device by determining characteristics of target words in the historical information, wherein the entities include at least one of a technology type associated with the computing device or a user group associated with the computing device;
- and
- determine a likelihood of a future event associated with the computing device occurring based on event historical information indicating events involving relationships identified between the entities.
A method comprising:
- receiving information regarding a current event associated with a computing device;
- applying a named entity recognition function to historical information associated with the computing device to identify related events that are similar to the current event, wherein the named entity recognition function identifies entities associated with the computing device by determining characteristics of target words in the historical information, wherein the entities include at least one of a technology type associated with the computing device or a user group associated with the computing device;
- and
- determining a likelihood of a future event associated with the computing device occurring based on event historical information indicating events involving relationships identified between the entities.
A non-transitory computer-readable medium storing instructions that, when executed by a computer system, cause the computer system to perform operations to:
- receive information regarding a current event associated with a computing device;
- apply a named entity recognition function to historical information associated with the computing device to identify related events that are similar to the current event, wherein the named entity recognition function identifies entities associated with the computing device by determining characteristics of target words in the historical information, wherein the entities include at least one of a technology type associated with the computing device or a user group associated with the computing device;
- and
- determine a likelihood of a future event associated with the computing device occurring based on event historical information indicating events involving relationships identified between the entities.
Dependencies are inferred from the claim text.