AUTOMATED ISSUE DETECTION AND REMEDIATION ACROSS MULTIPLE USER SYSTEMS USING HEALING-AS-A-SERVICE TECHNIQUES

Patent №

US 11,645,181

Granted

2023-05-09

Filed 2021

Owner

DELL PRODUCTS L.P.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17381629

Methods, apparatus, and processor-readable storage media for automated issue detection and remediation across multiple user systems using healing-as-a-service techniques are provided herein. An example computer-implemented method includes obtaining system configuration data from at least a portion of multiple user systems within a network; obtaining an alert pertaining to an issue attributed to a first of the user systems; training a machine learning model related to user system issue detection using at least a portion of the system configuration data and data related to the alert; determining user system configuration adjustments related to remedying at least a portion of the issue, by processing the data related to the alert using the trained machine learning model; automatically performing the user system configuration adjustments in connection with the first user system; and sharing, using at least one healing-as-a-service component, the trained machine learning model with the user systems in the network.

Machine learningKnowledge representationPlanningAI hardwareG06F 11/3051G06F 11/0709G06F 11/0793G06F 11/3006G06N 3/045G06N 3/063G06N 3/08G06N 5/01

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.70
Vision0.45
Natural language0.04
Evolutionary computation0.00
Speech0.00

Ownership

DELL PRODUCTS L.P.

assignment · 569340064

Assignors

FILES, JACE W., BIKUMALA, SATHISH KUMAR, GUNASEKARAN, SELVADEEPAN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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