公开(公告)号：US20220277231A1

公开(公告)日：2022-09-01

申请号：US17187432

申请日：2021-02-26

Applicant: Hitachi, Ltd.

Inventor： Jeremy OSTERGAARD ,  Joydeep ACHARYA

IPC: G06N20/20 ,  G06F11/34 ,  G06F8/65

Abstract: Example implementations described herein involve systems and methods to substantially simultaneously orchestrate machine learning models over multiple resource constrained control edge devices, so that the overall system is more agile to changes in events and environmental conditions where the models have been deployed. The example implementations described herein involve multiple processes that when executed, determine a list of edge devices to be updated along with the corresponding models based on correlation.

公开(公告)号：US20180255082A1

公开(公告)日：2018-09-06

申请号：US15449693

申请日：2017-03-03

Applicant: HITACHI, LTD.

Inventor： Jeremy OSTERGAARD

IPC: H04L29/06 ,  G06N99/00 ,  B60R16/023 ,  B60R25/30

CPC classification number: H04L63/1425 ,  B60R16/0231 ,  B60R25/30 ,  G06N20/00 ,  G07C5/008 ,  G07C5/02 ,  G07C5/08 ,  G08G1/0112 ,  H04L12/40176 ,  H04L2012/40215 ,  H04L2012/40273 ,  H04W4/40 ,  H04W12/12

Abstract: Example implementations of the present disclosure are directed to systems and methods directed to increasing the accuracy and speed that anomalous and malicious network data can be identified within a vehicle. Through the utilization of example implementations described herein, the security of the vehicle can be increased and the risk of a vehicle's internal systems being compromised and property being damaged can be reduced.