公开(公告)号：WO2022179508A1

公开(公告)日：2022-09-01

申请号：PCT/CN2022/077340

申请日：2022-02-23

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： ANTHONY, Anthony ,  HU, Junhan ,  XUE, Xun ,  GROSMAN, Robin Dawn ,  SUTYANYONG, Nattavut

IPC: G06N3/06 ,  G06N3/08

Abstract: The disclosed systems and methods for intelligent heterogeneous computationdirected to receiving monitoring data and a set of training data, wherein the monitoring data includes an occupancy rate of a preprocessed data queue and a utilization factor of accelerating devices, generating a resource computation job list in accordance with the monitoring data, forwarding jobs, in the resource computation job list to be executed on a central processing unit (CPU), to a CPU worker queue, forwarding control messages to the CPU worker queue, wherein the control messages are associated with jobs in the resource computation job list to be executed on the accelerating devices, and executing, by the accelerating devices, jobs in the resource computation job list to be executed on the accelerating devices.