公开(公告)号：US20250077977A1

公开(公告)日：2025-03-06

申请号：US18822593

申请日：2024-09-03

Applicant: Meta Platforms, Inc.

Inventor： Satyajeet Singh Ahuja ,  Zhaodong Wang ,  Mohammad Noormohammadpour ,  Yuhui Zhang ,  Thomas Fuller ,  Mengcheng Wang ,  Muhammet Mustafa Ozdal ,  Abhinav Triguna ,  Abishek Gopalan ,  Jian Yang ,  Xin Liu ,  Ying Zhang ,  Gregory Robbins Steinbrecher ,  James Williams ,  Steve Politis

IPC: G06N20/00

Abstract: Methods, systems, and storage media for running unified simulations on clusters. Exemplary implementations may include: receiving simulation parameters for a simulation of a cluster; generating synthesized workload events based the simulation parameters of the cluster; determining a memory latency associated with the cluster; determining a reliability and availability of resources in the cluster for a predetermined duration of time; simulating events for jobs in the cluster based on the reliability and availability of resources in the cluster, each job associated with one or more synthesized workload events; and outputting simulation results based on the synthesized workload, the memory latency, and the events.