Invention Application
- Patent Title: SYSTEM TO INVOKE UPDATE OF MACHINE LEARNING MODELS ON EDGE COMPUTERS
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Application No.: US17187432Application Date: 2021-02-26
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Publication No.: US20220277231A1Publication Date: 2022-09-01
- Inventor: Jeremy OSTERGAARD , Joydeep ACHARYA
- Applicant: Hitachi, Ltd.
- Applicant Address: JP Tokyo
- Assignee: Hitachi, Ltd.
- Current Assignee: Hitachi, Ltd.
- Current Assignee Address: JP Tokyo
- Main IPC: G06N20/20
- 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.
Public/Granted literature
- US12099910B2 System to invoke update of machine learning models on edge computers Public/Granted day:2024-09-24
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