PERFORMANCE BENCHMARKING FOR REAL-TIME SOFTWARE AND HARDWARE

Patent №

US 11,429,507

Granted

2022-08-30

Filed 2020

Owner

GENERAL ELECTRIC COMPANY

Lab

AI components

2

kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16898351

A system and method determines a unique performance benchmark for specific computer object code for a particular microprocessor. By generating multiple unique benchmarks for a single, same code module on multiple different processors, the method determines which processor is optimal for the code module. By generating for a single designated processor a performance benchmark for each code modules of multiple modules, where the multiple modules have a same/similar functionality but variations in detailed code or algorithms, the system and method identifies code variation(s) which is/are optimal for the single designated processor. The system and method may entail first extracting selected features of object code (as actually executed) into a code profile, and then generating the performance benchmark based on the code profile and in machine-level timing data for the selected microprocessor. In this way, code security is achieved by fire-walling the object code from the second stage of the method.

Knowledge representationAI hardwareG06F 11/3428G06F 7/5443G06F 11/3457G06F 11/3612G06F 11/3688G06F 11/3692

AI classification

AI hardware1.00
Knowledge representation0.55
Planning0.19
Machine learning0.16
Evolutionary computation0.03
Vision0.00
Natural language0.00
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 529010541

Assignors

SCHMITZ, ANDREA M., BERNER, ANDREW W., PFENNINGER, MATTHEW B., GILTON, JEFFREY S.

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

From the same owner

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