Building Reusable Function Summaries for Frequently Visited Methods to Optimize Data-Flow Analysis

Patent №

US 9,256,409

Granted

2016-02-09

Filed 2013

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

nlp · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14027580

A method includes inspecting function summaries generated during a static analysis of a program and identifying a set of function summaries for a same method that have structural similarities. The method includes replacing the set of structurally similar summaries with a coarse summary. The method further includes using the coarse summary in subsequent static analysis operations. Apparatus and program products are also disclosed.

Natural languageAI hardwareG06F 8/433G06F 21/577G06F 11/3604G06F 21/562

AI classification

AI hardware0.99
Natural language0.81
Planning0.34
Knowledge representation0.16
Machine learning0.04
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 312110912

Assignors

PISTOIA, MARCO, TRIPP, OMER

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

From the same owner

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