METHOD AND APPARATUS FOR CORRELATING PROFILE DATA

Patent №

US 8,065,665

Granted

2011-11-22

Filed 2004

Owner

SUN MICROSYSTEMS, INC.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10840180

Correlating profile data facilitates sophisticated code optimization. Going beyond one to one relationships between code execution hindrances and single code behavior attributes provides insight into code behavior at a finer level of granularity. The capability to aggregate profile data based on multiple code behavior attributes and filter based on instances thereof, allows code optimization decisions to be made based on presentation of profile data from various perspectives. Profile data, which includes code behavior attributes correlated with code execution hindrances, is aggregated based at least in part on a first code behavior attribute. Code behavior attributes include one or more of memory references, memory reference objects, functions, time ranges, processors, processes, threads, and source-level data objects. The aggregated profile data is filtered based on an instance of the first code behavior attribute. The filtered profile data is then aggregated based on one or more additional code behavior attributes.

Machine learningKnowledge representationPlanningAI hardwareG06F 11/3466G06F 8/443G06F 11/3471G06F 2201/86G06F 2201/865

AI classification

AI hardware1.00
Planning1.00
Knowledge representation1.00
Machine learning0.78
Natural language0.39
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

SUN MICROSYSTEMS, INC.

assignment · 153110289

Assignors

KOSCHE, NICOLAI, WYLIE, BRIAN J., AOKI, CHRISTOPHER P., ITZKOWITZ, MARTIN S.

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

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