公开(公告)号：US20220129315A1

公开(公告)日：2022-04-28

申请号：US17077962

申请日：2020-10-22

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： JUNGUK CHO ,  PUNEET SHARMA ,  DOMINIK STILLER

IPC: G06F9/50 ,  G06N20/00

Abstract: Systems and methods are provided for improving autotuning procedures. For example, the system can implement a task launcher, a scheduler, and an agent to launch, schedule, and execute decomposed autotuning stages, respectively. The scheduling policy implemented by the scheduler may perform operations beyond a simple scheduling policy (e.g., a FIFO-based scheduling policy), which produces a high queuing delay. By leveraging autotuning specific domain knowledge, this may help reduce queuing delay and improve resource utilization that is otherwise found in traditional systems.