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
Lab
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
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.