Abstract: A system and method for detecting similar incident records for initiating remediation actions in a computing environment is presented. The method includes: accessing a plurality of incident records, each incident record generated based on extracted values from a plurality of event records; generating, for each incident record of the plurality of incident records, an indexed incident record based on a plurality of predetermined categorical attributes; generating a vectorized indexed incident record for each of the incident records; storing the vectorized indexed incident record for each of the incident records in a vector database; vectorizing a new incident record; querying the vector database based on the vectorized new incident record to detect a similar vector; and generating a similar incident record based on the detected similar vector.

Abstract: A system and method for detecting similar incident records for initiating remediation actions in a computing environment is provided. The method includes: receiving a plurality of incident records, each incident record generated based on extracted values from a plurality of event records; generating an indexed incident record based on a plurality of predetermined categorical attributes; vectorizing a string of categorical attributes to generate a vectorized indexed incident record; storing the vectorized indexed incident record in a vector database; vectorizing a new incident record; querying the vector database based on the vectorized new incident record to detect a similar vector; and generating a similar incident record based on the detected similar vector.

Abstract: A system and method for initiating remediation actions in a computing environment based on similar incident detection is presented. The method includes: generating a first incident record, based on a correlated plurality of event records, each event record indicating an event in a computing environment; generating a first vector based on the first incident record; detecting a similar incident record based on the first vector and a corresponding vector of the similar incident record; detecting a remediation action associated with the similar incident record, the remediation action previously executed in the computing environment; generating an adapted remediation action based on data extracted from the first incident record; and initiating the adapted remediation action in the computing environment.

Abstract: A system and method for detecting similar incident records for initiating remediation actions in a computing environment is provided. The method includes: receiving a plurality of incident records, each incident record generated based on extracted values from a plurality of event records; generating an indexed incident record based on a plurality of predetermined categorical attributes; vectorizing a string of categorical attributes to generate a vectorized indexed incident record; storing the vectorized indexed incident record in a vector database; vectorizing a new incident record; querying the vector database based on the vectorized new incident record to detect a similar vector; and generating a similar incident record based on the detected similar vector.