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

Claim 15:
16. The computer system of claim 13 wherein the training of the neural network comprises:
creating, for each process in the plurality of processes and for each event in the plurality of events, an identifier corresponding to a one-hot-encoded vector;
randomly sampling, from the plurality of processes and the plurality of events, a context comprising a first process and a set of sequential events executed or incurred by the first process during an event window;
setting the identifiers of the first process and the set of sequential events, minus a particular event in the set, as inputs to the neural network;
propagating the inputs through the neural network, resulting in a predicted event;
computing an error measure between the predicted event and the particular event; and
updating a process matrix and an event matrix of the neural network based on the error measure.