Hitachi, Ltd.

Jeremy Ostergaard

Joydeep Acharya

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.

System to invoke update of machine learning models on edge computers

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.

Growing community of inventors

Santa Clara, CA, United States of America

Jeremy Ostergaard