INCIDENT PREDICTION AND PREVENTION
First Claim
1. An incident prediction and prevention apparatus comprising:
- an incident analyzer, executed by at least one hardware processor, toascertain a plurality of past incidents,cluster the plurality of past incidents to generate a plurality of incidents clusters, andidentify, for each past incident of the plurality of past incidents that is in a respective incidents cluster of the plurality of incidents clusters, a time of occurrence;
an incident predictor, executed by the at least one hardware processor, toascertain a new incident,assign the new incident to an incidents cluster of the plurality of incidents clusters, anddetermine, for the assigned incidents cluster, at least one further predicted incident associated with at least one further corresponding incidents cluster; and
an incident preventer, executed by the at least one hardware processor, todetermine a resolution to the at least one further predicted incident, andprevent occurrence of the at least one further predicted incident by executing the determined resolution to the at least one further predicted incident.
1 Assignment
0 Petitions
Accused Products
Abstract
In some examples, incident prediction and prevention may include ascertaining a plurality of past incidents, clustering the plurality of past incidents to generate a plurality of incidents clusters, and identifying, for each past incident of the plurality of past incidents that is in a respective incidents cluster of the plurality of incidents clusters, a time of occurrence. Incident prediction and prevention may include ascertaining a new incident, assigning the new incident to an incidents cluster of the plurality of incidents clusters, and determining, for the assigned incidents cluster, at least one further predicted incident associated with at least one further corresponding incidents cluster. Further, incident prediction and prevention may include determining a resolution to the at least one further predicted incident, and preventing occurrence of the at least one further predicted incident by executing the determined resolution to the at least one further predicted incident.
3 Citations
20 Claims
-
1. An incident prediction and prevention apparatus comprising:
-
an incident analyzer, executed by at least one hardware processor, to ascertain a plurality of past incidents, cluster the plurality of past incidents to generate a plurality of incidents clusters, and identify, for each past incident of the plurality of past incidents that is in a respective incidents cluster of the plurality of incidents clusters, a time of occurrence; an incident predictor, executed by the at least one hardware processor, to ascertain a new incident, assign the new incident to an incidents cluster of the plurality of incidents clusters, and determine, for the assigned incidents cluster, at least one further predicted incident associated with at least one further corresponding incidents cluster; and an incident preventer, executed by the at least one hardware processor, to determine a resolution to the at least one further predicted incident, and prevent occurrence of the at least one further predicted incident by executing the determined resolution to the at least one further predicted incident. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
-
-
11. A method for incident prediction and prevention comprising:
-
ascertaining, by an incident analyzer that is executed by at least one hardware processor, a plurality of past incidents; clustering, by the incident analyzer that is executed by at least one hardware processor, the plurality of past incidents to generate a plurality of incidents clusters; identifying, by the incident analyzer that is executed by at least one hardware processor, for each past incident of the plurality of past incidents that is in a respective incidents cluster of the plurality of incidents clusters, a time of occurrence; generating, by the incident analyzer that is executed by at least one hardware processor, based on the identification of the time of occurrence of each past incident of the plurality of past incidents that is in the respective incidents cluster of the plurality of incidents clusters, a time-based cluster relationship between each incidents cluster of the plurality of incidents clusters; ascertaining, by an incident predictor that is executed by the at least one hardware processor, a new incident; assigning, by the incident predictor that is executed by the at least one hardware processor, the new incident to an incidents cluster of the plurality of incidents clusters; determining, by the incident predictor that is executed by the at least one hardware processor, for the assigned incidents cluster, at least one further predicted incident associated with at least one further corresponding incidents cluster; determining, by an incident preventer that is executed by the at least one hardware processor, a resolution to the at least one further predicted incident; and preventing, by the incident preventer that is executed by the at least one hardware processor, occurrence of the at least one further predicted incident by executing the determined resolution to the at least one further predicted incident. - View Dependent Claims (12, 13, 14, 15)
-
-
16. A non-transitory computer readable medium having stored thereon machine readable instructions, the machine readable instructions, when executed by at least one hardware processor, cause the at least one hardware processor to:
-
ascertain a plurality of past incidents; cluster the plurality of past incidents to generate a plurality of incidents clusters; identify, for each past incident of the plurality of past incidents that is in a respective incidents cluster of the plurality of incidents clusters, a time of occurrence; ascertain a new incident; determine, with respect to the new incident, a score for each incidents cluster of the plurality of incidents clusters; assign the new incident to an incidents cluster of the plurality of incidents clusters that includes a highest determined score; determine, for the assigned incidents cluster, at least one further predicted incident associated with at least one further corresponding incidents cluster; determine a resolution to the at least one further predicted incident; and prevent occurrence of the at least one further predicted incident by executing the determined resolution to the at least one further predicted incident. - View Dependent Claims (17, 18, 19, 20)
-
Specification