Patent №
US 10,977,030
Granted
2021-04-13
Filed 2018
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
4
ml · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16154699
An exemplary method includes obtaining a training set of code data that includes deprecated code; training a multi-layer neural network on the training set of code data to predict usage events for the deprecated code; predicting usage events for the deprecated code, in a first set of code data, using the trained multi-layer neural network; estimating a value of risk associated with the deprecated code in response to the predicted usage events; comparing the estimated value of risk to a threshold; and, in response to the estimated value of risk exceeding the threshold, implementing an ameliorative action regarding the deprecated code.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 470970792
Assignors
WELDEMARIAM, KOMMINIST, DIRIYE, ABDIGANI, KWATRA, SHIKHAR, KRYSTEK, PAUL, PANDIT, SUSHAIN
On an employer assignment, the assignors are typically the inventors.