Federated Learning

Federated Learning Meets Blockchain: A Kafka-ML Integration for reliable model training using data streams

This paper presents the integration of federated learning and blockchain with Kafka-ML for reliable model training using data streams in decentralized and secure environments.

Towards flexible data stream collaboration: Federated Learning in Kafka-ML

This paper presents an asynchronous federated learning solution within Kafka-ML, integrating federated learning with data streams for ML/AI applications.