Patents by Inventor Jeremy OSTERGAARD

Jeremy OSTERGAARD has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • System to invoke update of machine learning models on edge computers
    Patent number: 12099910
    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.
    Type: Grant
    Filed: February 26, 2021
    Date of Patent: September 24, 2024
    Assignee: HITACHI, LTD.
    Inventors: Jeremy Ostergaard, Joydeep Acharya
  • SYSTEM TO INVOKE UPDATE OF MACHINE LEARNING MODELS ON EDGE COMPUTERS
    Publication number: 20220277231
    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.
    Type: Application
    Filed: February 26, 2021
    Publication date: September 1, 2022
    Inventors: Jeremy OSTERGAARD, Joydeep ACHARYA
  • Cooperative cloud-edge vehicle anomaly detection
    Patent number: 10382466
    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.
    Type: Grant
    Filed: March 3, 2017
    Date of Patent: August 13, 2019
    Assignee: HITACHI, LTD.
    Inventor: Jeremy Ostergaard
  • COOPERATIVE CLOUD-EDGE VEHICLE ANOMALY DETECTION
    Publication number: 20180255082
    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.
    Type: Application
    Filed: March 3, 2017
    Publication date: September 6, 2018
    Applicant: HITACHI, LTD.
    Inventor: Jeremy OSTERGAARD