Patent ID: 11971907
Assignee: DELL PRODUCTS L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. An apparatus comprising:
a processing device operatively coupled to a memory and configured to:
collect data corresponding to a plurality of components in a system, wherein the data comprises information about one or more failed transactions in the components in the system;
categorize the data using machine learning by: modeling features of the failed transactions as feature vectors, and dividing the feature vectors into a plurality of categories by applying a support-vector machine algorithm, and assigning a probable root cause to each category in the plurality of categories;
determine a remedial action at least in part based on the probable root cause assigned to a category in the plurality of categories; and
transmit the data and an indication of the remedial action to one or more application programming interfaces (APIs).