Patent ID: 11861423
Assignee: PURE STORAGE, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. An apparatus comprising a computer processor, a computer memory operatively coupled to the computer processor, the computer memory having disposed within it computer program instructions that, when executed by the computer processor, cause the apparatus to carry out the steps of:
receiving, from a computing process of an artificial intelligence workflow, a request for information stored on a data repository;
issuing parallel remote procedure calls from a user space of an operating system environment to the data repository using a network protocol that operates serially at the kernel level of the operating system environment within a distributed network, the parallel remote procedure calls comprising respective remote procedure calls for respective files of a plurality of files, wherein the respective remote procedure calls are directed to a selected representative subset of the requested information;
receiving, from the data repository, one or more responses to the parallel remote procedure calls; and
training an artificial intelligence model based on the one or more responses to the parallel remote procedure calls.