AUTOMATIC RISK ANALYSIS OF SOFTWARE

Patent №

US 9,448,792

Granted

2016-09-20

Filed 2013

Owner

MICROSOFT CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13826433

Techniques are described herein that are capable of performing automatic risk analysis of software. An automatic risk analyzer may determine correlations between binaries of the software and source files of the software, between the source files and functions (i.e., sub-routines) of the software, between changes to source code of the software and defects, new features, and/or feature enhancements in the software, between attributes of the software (e.g., attributes associated with the changes to the source code), etc. at various time instances. The automatic risk analyzer may compare the correlations corresponding to a first time instance and the correlations corresponding to a second time instance to determine any of a variety of temporal relationships regarding underlying factors, including but not limited to new feature(s), feature enhancement(s), defect(s), churn rate, code coverage, code complexity, etc. The automatic risk analyzer may determine risk(s) for the software based on the temporal relationships.

Knowledge representationPlanningAI hardwareG06F 11/3688G06F 8/70G06F 8/77G06F 11/008

AI classification

Planning0.98
AI hardware0.98
Knowledge representation0.91
Machine learning0.16
Natural language0.07
Evolutionary computation0.01
Vision0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 300640884

Assignors

NARASIMHAN, VISHWANATH, GANESAN, ANANDHA K.

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

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