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Achieng Ocen Nantume

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#federated learning Open access Sep 2026

Privacy-Preserving Federated Learning for Container Kubernetes Orchestration in Uganda: Robustness Under Distribution Shift and Sparse Labels

Federated learning offers a compelling architecture for training machine learning models across distributed Kubernetes clusters without centralising sensitive data, yet its practical deployment in resource-constrained settings such as Uganda confronts two interrelated obstacles that current literature treats in isolati...

Achieng Ocen Nantume, Namugga Kaggwa Ssemwanga, Kato Wasswa Byaruhanga · 0 citations
#federated learning Open access Sep 2026

Privacy-Preserving Federated Learning for Container Kubernetes Orchestration in Uganda: Robustness Under Distribution Shift and Sparse Labels

Federated learning offers a compelling architecture for training machine learning models across distributed Kubernetes clusters without centralising sensitive data, yet its practical deployment in resource-constrained settings such as Uganda confronts two interrelated obstacles that current literature treats in isolati...

Achieng Ocen Nantume, Namugga Kaggwa Ssemwanga, Kato Wasswa Byaruhanga · 0 citations

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