Invention Grant
- Patent Title: Scalable multi-framework multi-tenant lifecycle management of deep learning applications
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Application No.: US16358890Application Date: 2019-03-20
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Publication No.: US11269728B2Publication Date: 2022-03-08
- Inventor: Jayaram Kallapalayam Radhakrishnan , Vinod Muthusamy , Vatche Isahagian , Scott Boag , Benjamin Herta , Atin Sood
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: McGinn I.P. Law Group, PLLC.
- Agent Peter Edwards, Esq.
- Main IPC: G06F11/14
- IPC: G06F11/14 ; G06N20/00

Abstract:
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.
Public/Granted literature
- US20200301782A1 SCALABLE MULTI-FRAMEWORK MULTI-TENANT LIFECYCLE MANAGEMENT OF DEEP LEARNING APPLICATIONS Public/Granted day:2020-09-24
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