METHOD OF PREDICTING MICROPROCESSOR LIFETIME RELIABILITY USING ARCHITECTURE-LEVEL STRUCTURE-AWARE TECHNIQUES

Patent №

US 7,472,038

Granted

2008-12-30

Filed 2007

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11735533

A method of predicting the lifetime reliability of an integrated circuit device with respect to one or more failure mechanisms includes breaking down the integrated circuit device into structures; breaking down each structure into elements and devices; evaluating each device to determine whether the device is vulnerable to the failure mechanisms and eliminating devices determined not to be vulnerable; estimating, for each determined vulnerable device, the impact of a failure of the device on the functionality of the specific element associated therewith, and classifying the failure into a fatal failure or a non-fatal failure, wherein a fatal failure causes the element employing the given device to fail; determining, for those devices whose failures are fatal, an effective stress degree and/or time; determining one or more of a failure rate and a probability of fatal failure for the devices, and aggregating the same across the structures and the failure mechanisms.

AI classification

Planning0.70
AI hardware0.02
Vision0.01
Machine learning0.00
Natural language0.00
Evolutionary computation0.00
Speech0.00
Knowledge representation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 191630191

Assignors

BOSE, PRADIP, HU, ZHIGANG, RIVERS, JUDE A., SHIN, JEONGHEE, ZYUBAN, VICTOR

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

From the same owner

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