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  1. Red Hat Advanced Cluster Management
  2. ACM-29351

Flower Addon: Federated Learning with OCM

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      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

              rh-ee-myan Meng Yan
              rh-ee-myan Meng Yan
              Yaheng Liu Yaheng Liu
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                Created:
                Updated: