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Epic
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Resolution: Unresolved
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Major
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None
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None
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None
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Flower Addon: Federated Learning with OCM
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Product / Portfolio Work
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False
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False
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Not Selected
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In Progress
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0% To Do, 33% In Progress, 67% Done
Overview
Flower Addon bridges Flower Federated Learning framework with Open Cluster Management (OCM), enabling federated learning infrastructure deployment across multi-cluster Kubernetes environments.
Why This Integration
- Architectural Alignment - Both Flower and OCM use hub-spoke architecture with pull-based communication
- Simplified Deployment - OCM Addon Framework handles SuperNode deployment across clusters
- Dynamic Scheduling - Placement API enables auto-scaling based on cluster availability
- Secure Communication - Built-in certificate management for mTLS
Value
- ML/AI addon in OCM ecosystem
- Enables privacy-preserving AI at enterprise scale (GDPR, HIPAA compliance)
- Production-ready federated learning across hundreds of clusters
Generated by Claude Code