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Kafka

Federator.ai® & Kafka Integration

Apache Kafka, an open-source distributed event streaming platform, is primarily used to build a real-time streaming platform that handles trillions of constant influx of data a day and processes the data pipelines and applications that adapt to the fluctuation of data streams. By using Machine Learning technologies for predictions and analysis, Federator.ai achieves much better performance (reduced latency) with much fewer resources (reduced number of Kafka consumers) and makes implementing autoscaling of Kafka consumers simple and straightforward.

DiagramThe Federator.ai/Kafka integration workflow

1.

Workload indicators based on message production rate and consumer lag from Kafka.

2.

Modeling and Machine-Learning-based predictions for workloads.