Machine learning-based generation of alert bundle self-healing policies for storage systems

A computer program product comprising a non-transitory processor-readable storage medium having stored therein program code of one or more software programs, wherein the program code when executed by at least one processing device causes the at least one processing device:

• to determine information characterizing a plurality of alerts detected on a set of two or more storage systems, the determined information characterizing (i) times at which the plurality of alerts are at least one of raised and cleared on the set of two or more storage systems, (ii) times at which one or more recovery actions are taken on the set of two or more storage systems, and (iii) system state information for respective ones of the storage systems in the set of two or more storage systems before and after the one or more recovery actions;
• to generate, utilizing one or more machine learning algorithms that take as input at least a portion of the determined information, an alert bundle self-healing policy for a given set of alerts in the plurality of alerts, the alert bundle self-healing policy identifying a root cause alert in the given set of alerts and at least one recovery action to take in response to the root cause alert to remediate the given set of alerts;
• and
• to provision at least one or more portions of the alert bundle self-healing policy in storage controllers of each of the two or more storage systems.

A method comprising:

• determining information characterizing a plurality of alerts detected on a set of two or more storage systems, the determined information characterizing (i) times at which the plurality of alerts are at least one of raised and cleared on the set of two or more storage systems, (ii) times at which one or more recovery actions are taken on the set of two or more storage systems, and (iii) system state information for respective ones of the storage systems in the set of two or more storage systems before and after the one or more recovery actions;
• generating, utilizing one or more machine learning algorithms that take as input at least a portion of the determined information, an alert bundle self-healing policy for a given set of alerts in the plurality of alerts, the alert bundle self-healing policy identifying a root cause alert in the given set of alerts and at least one recovery action to take in response to the root cause alert to remediate the given set of alerts;
• and
• provisioning at least one or more portions of the alert bundle self-healing policy in storage controllers of each of the two or more storage systems;
• wherein the method is performed by at least one processing device comprising a processor coupled to a memory.