- 专利标题: SCALABLE MULTI-FRAMEWORK MULTI-TENANT LIFECYCLE MANAGEMENT OF DEEP LEARNING APPLICATIONS
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申请号: US16358890申请日: 2019-03-20
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公开(公告)号: US20200301782A1公开(公告)日: 2020-09-24
- 发明人: Jayaram Kallapalayam Radhakrishnan , Vinod Muthusamy , Vatche lsahagian , Scott Boag , Benjamin Herta , Atin SOOD
- 申请人: International Business Machines Corporation
- 主分类号: G06F11/14
- IPC分类号: G06F11/14 ; G06N20/00
摘要:
A lifecycle management method, system, and computer program product include coordinating hardware, platform and application-level health checks for framework-independent and application-specific monitoring, failure detection, and recovery, coordinating the hardware, the platform, and the application-level health check by state-specific aggregation of distributed atomic status events, and creating a recovery policy based on the state-specific aggregation of the distributed atomic status events.
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