公开(公告)号：US20250045035A1

公开(公告)日：2025-02-06

申请号：US18228540

申请日：2023-07-31

Applicant: Sony Interactive Entertainment Inc.

Inventor： Rossen Asenov ,  Chandanit Lausoonthorn ,  Shingo Yamade ,  Manjari Sharda ,  Michael Stopa ,  Rohan Bangdiwala ,  Noah Gould ,  Vaibhav Aggarwal

IPC: G06F8/65 ,  G06N3/08 ,  G06N5/022

Abstract: A device and method for predicting a system failure from update data comprising two or more unimodal modules configured to determine feature information regarding an update to a code section. A neural network is trained with a machine learning algorithm to predict a system failure probability for the code update data that modifies the code section. The trained neural network is provided with the feature information from the two or more unimodal modules.