LINKING OPERATIONAL EVENTS WITH SYSTEM CHANGES

Patent №

US 11,487,537

Granted

2022-11-01

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16951500

In an approach to linking operational data with issues, a new event is received. The new event is associated to a story, where the story is related to an identified problem within the system, and further where the new event is associated with the story using machine learning techniques. The story is associated to related change requests based on a similarity between the story and related change requests, where the similarity between the story and the related change requests is associated using the machine learning techniques. A cost is calculated for the story. Responsive to associating the new event with a specific change request, the priority of the specific change request is updated based on the cost for the story.

Machine learningNatural languageVisionPlanningEvolutionary computationAI hardwareG06F 8/77G06F 8/71G06N 20/00G06Q 10/101G06Q 10/103G06Q 30/016G06F 8/20G06F 8/24+5 more

AI classification

Natural language1.00
Machine learning1.00
AI hardware1.00
Evolutionary computation1.00
Planning1.00
Vision0.97
Knowledge representation0.11
Speech0.02

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 544090050

Assignors

NIDD, MICHAEL ELTON, ORUMBAYEV, ALTYNBEK, HWANG, JINHO, SHWARTZ, LARISA, KRCHAK, JAKUB, WANG, QING, BAGEHORN, FRANK, SANDR, OTA, ONDREJ, TOMAS, PARTHASARATHY, SRINIVASAN, MYLEK, MICHAL

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

From the same owner

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