APPARATUS FOR AND METHOD OF IMPLEMENTING FEEDBACK DIRECTED DEPENDENCY ANALYSIS OF SOFTWARE APPLICATIONS

Patent №

US 8,286,149

Granted

2012-10-09

Filed 2007

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11872045

A novel and useful mechanism for optimizing the detection of dependencies in a software system via feedback between static and dynamic engines. The present invention enables dynamic analysis to be more effective by using the results of static analysis to identify sections that need to be traced during dynamic analysis. The method also increases the accuracy of static analysis by using dynamic values as inputs to static analysis. Dynamic values used as inputs for static analysis are a result of dynamic analysis. The mechanism first executes a static analysis, then executes a dynamic analysis targeting the sections identified by the static analysis and finally executes a static analysis using the dynamic values identified during the dynamic analysis in order to detect dependencies. The present invention also provides a mechanism to analyze a specific section of a software system by first executing a dynamic analysis targeting the specific section and then executing a static analysis using the dynamic values identified during the dynamic analysis.

AI classification

AI hardware0.98
Machine learning0.92
Evolutionary computation0.88
Planning0.07
Natural language0.00
Knowledge representation0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 199580871

Assignors

DOR, NURIT, FELDMAN, YISHAI, RONEN, INBAL, PORAT, SARA

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

From the same owner

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