COMPATIBILITY TESTING USING TRACES, LINEAR TEMPORAL RULES, AND BEHAVIORAL MODELS

Patent №

US 8,892,493

Granted

2014-11-18

Filed 2012

Owner

MICROSOFT CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13364215

A “Compatibility Tester” extracts observable behaviors from different system implementations (e.g., software, operating systems, device drivers, hardware interfaces, etc.), then performs compatibility testing via comparisons of the extracted behaviors. Traces (e.g., bus level signals between controllers and hardware devices or commands between software components) representing observable behaviors of different implementations of a system are captured. Temporal and structural rules are then mined from these traces. The mined rules (or a model constructed from those rules) are used by a “Rule Checking” process that determines whether reference rules (mined from a known compatible system) are compatible with rules mined from test traces of a second system. Invalid rules are flagged as behavioral compatibility bugs. Alternately, the mined rules are used by a “Rule Diffing” process that performs set differencing of the behavioral and structural rules mined from the different system implementations, with differences between the systems flagged as behavioral compatibility bugs.

AI classification

Planning1.00
Knowledge representation1.00
AI hardware1.00
Machine learning0.06
Natural language0.04
Evolutionary computation0.04
Vision0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 276450717

Assignors

AULL, RANDALL EDWARD, GUPTA, PANKAJ BHARTI, HARRIS, ROBERT EUGENE, JR., LAWRENCE, JANE EVGUENIA, RANGANATH, VENKATESH-PRASAD, VALLATHOL, PRADIP HARINDRAN

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

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