Identifying Cause of Incidents in the DevOps Environment Automatically

Patent №

US 9,710,258

Granted

2017-07-18

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14722405

In one aspect, a method for identifying software development teams causing operation incidents when changing and deploying code is provided. The method includes the steps of: collecting data regarding i) a number of deployed change requests for each of the software development teams and ii) a total number of incident reports; generating a time series for the number of deployed change requests for each of the software development teams and a time series for the total number of incident reports created; performing causality testing between the time series for the number of deployed change requests for each of the software development teams and the time series for the total number of incident reports created; and determining whether the total number of incident reports created can be expressed in terms of the number of deployed change requests for any of the software teams.

Knowledge representationPlanningAI hardwareG06F 8/70G06F 8/60G06F 8/71G06F 11/368G06F 11/3692

AI classification

Planning0.99
Knowledge representation0.96
AI hardware0.51
Vision0.02
Natural language0.01
Evolutionary computation0.01
Machine learning0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 357200211

Assignors

DOGANATA, YURDAER N., JONES, JAMES L., LEIGH, DAVID L.

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

From the same owner

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