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.

公开(公告)号：US11909579B2

公开(公告)日：2024-02-20

申请号：US17533630

申请日：2021-11-23

Applicant: ADOBE INC.

Inventor： Lokendra Singh Chauhan ,  Timothy Ira Scott Burton ,  Russell Marsh ,  Aditya Kumar ,  Sharad Jain ,  Tonia Erin

IPC: H04L41/0654 ,  H04L41/12 ,  H04L41/5074 ,  H04L41/16 ,  H04L41/5003 ,  G06F18/2413

CPC classification number: H04L41/0654 ,  G06F18/24147 ,  H04L41/12 ,  H04L41/16 ,  H04L41/5003 ,  H04L41/5074

Abstract: Embodiments relate to the autonomous remediation of IT asset records in accordance with rules-based asset management policies. An IT asset record associated with an IT asset and having a first piece of IT asset information is received and evaluated for compliance in accordance with defined asset management rules. The asset management rules require the IT asset record to include both the first piece and a second piece of IT asset information. In view of the rules, a determination is made that the IT asset record requires remediation. Based on a determination that the IT asset record requires remediation, a decision-tree machine learning model is utilized to infer, based on IT asset information available in the IT asset record, at least the second piece of IT asset information to place the IT asset record in compliance with the asset management rules.

公开(公告)号：US20230164023A1

公开(公告)日：2023-05-25

申请号：US17533630

申请日：2021-11-23

Applicant: ADOBE INC.

Inventor： Lokendra Singh Chauhan ,  Timothy Ira Scott Burton ,  Russell Marsh ,  Aditya Kumar ,  Sharad Jain ,  Tonia Erin

IPC: H04L41/0654 ,  H04L41/12 ,  H04L41/5003 ,  H04L41/5074 ,  H04L41/16 ,  G06K9/62

CPC classification number: H04L41/0654 ,  H04L41/12 ,  H04L41/5003 ,  H04L41/5074 ,  H04L41/16 ,  G06K9/6276

Abstract: Embodiments relate to the autonomous remediation of IT asset records in accordance with rules-based asset management policies. An IT asset record associated with an IT asset and having a first piece of IT asset information is received and evaluated for compliance in accordance with defined asset management rules. The asset management rules require the IT asset record to include both the first piece and a second piece of IT asset information. In view of the rules, a determination is made that the IT asset record requires remediation. Based on a determination that the IT asset record requires remediation, a decision-tree machine learning model is utilized to infer, based on IT asset information available in the IT asset record, at least the second piece of IT asset information to place the IT asset record in compliance with the asset management rules.