- 专利标题: SYSTEM TO INVOKE UPDATE OF MACHINE LEARNING MODELS ON EDGE COMPUTERS
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申请号: US17187432申请日: 2021-02-26
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公开(公告)号: US20220277231A1公开(公告)日: 2022-09-01
- 发明人: Jeremy OSTERGAARD , Joydeep ACHARYA
- 申请人: Hitachi, Ltd.
- 申请人地址: JP Tokyo
- 专利权人: Hitachi, Ltd.
- 当前专利权人: Hitachi, Ltd.
- 当前专利权人地址: JP Tokyo
- 主分类号: G06N20/20
- IPC分类号: G06N20/20 ; G06F11/34 ; G06F8/65
摘要:
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.
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