SOFTWARE PERFORMANCE ANALYSIS USING DATA MINING

Patent №

US 7,644,397

Granted

2010-01-05

Filed 2004

Owner

APPLE COMPUTER, INC.

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10872207

A system, method, and computer program for analyzing code execution and software performance characteristics are disclosed. Samples of code during run-time or from crash logs can be displayed as both a top-down tree of calls from a particular function and a bottom-up tree of calls to the particular function. Data mining techniques, including filtering and focusing, remove code that is not of interest and display code that is more relevant to performance analysis. In particular, functions contained in libraries such as system libraries can be stripped from view. The cost associated with an excluded function can be propagated to a calling function, in either the top-down or bottom-up tree.

Machine learningAI hardwareG06F 11/3409G06F 11/3612G06F 11/3466G06F 2201/86G06F 2201/88

AI classification

AI hardware0.74
Machine learning0.74
Natural language0.48
Knowledge representation0.39
Planning0.08
Evolutionary computation0.01
Vision0.00
Speech0.00

Ownership

APPLE COMPUTER, INC.

assignment · 154980870

Assignors

WARREN, CHRISTINA E., PAYNE, DAVID V., ADLER, DARIN, STACHOWIAK, MACIEJ, SERLET, BERTRAND P., WOLF, CHRISTOPHER A.

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

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