公开(公告)号：US20240205124A1

公开(公告)日：2024-06-20

申请号：US18067951

申请日：2022-12-19

Applicant: Adobe Inc.

Inventor： Lokendra Singh Chauhan ,  Vikram Sethi ,  Bingi Narasimha Karthik

IPC: H04L43/0882 ,  H04L41/16 ,  H04L43/067

CPC classification number: H04L43/0882 ,  H04L41/16 ,  H04L43/067

Abstract: In implementations of systems for predicting processing unit utilization, a computing device implements a prediction system to receive timeseries data describing historic processing unit utilization at computing clusters. The historic processing unit utilization at the computing clusters is based on a first network traffic routing protocol. The prediction system generates a predicted processing unit utilization at a computing cluster of the computing clusters during a future period of time using a long short-term memory model based on the timeseries data. A second network traffic routing protocol is determined based on the predicted processing unit utilization. The prediction system replaces the first network traffic routing protocol with the second network traffic routing protocol before the future period of time.