Patent ID: 11928466
Assignee: VMWARE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. A non-transitory computer readable storage medium having stored thereon program code executable by one or more computer systems, the program code embodying a method comprising:
receiving occurrence data including information for a plurality of computing processes and a plurality of events associated with the plurality of computing processes;
training a neural network using a self-supervised machine learning algorithm, the training resulting in generation of:
a set of distributed process representations based on the occurrence data, the set of distributed process representations including, for each computing process in the plurality of processes, a distributed process representation that encodes a sequence of events associated with the computing process in the occurrence data; and
a set of distributed event representations based on the occurrence data, the set of distributed event representations including, for each event in the plurality of events, a distributed event representation that encodes one or more processes associated with the event and one or more events that occur within a window of the event in the occurrence data; and

training one or more ML models using the set of distributed process representations and the set of distributed event representations.