Apache Samza
A distributed stream processing framework built on Apache Kafka and Apache Hadoop YARN for fault-tolerant, stateful processing.
What is Apache Samza?
Apache Samza is a distributed stream processing framework that enables developers to build stateful, high-throughput applications for real-time data processing. It solves the challenge of processing continuous data streams with strong guarantees around fault tolerance, durability, and scalability by leveraging Apache Kafka for messaging and Apache Hadoop YARN for resource management.
Data engineers and developers building real-time analytics pipelines, event-driven applications, and stateful stream processing systems that require reliable, scalable data processing with managed state.
Developers choose Samza for its simple API, robust managed state capabilities, and seamless integration with the Kafka ecosystem, providing a production-ready framework that handles complex distributed systems concerns like fault tolerance and scalability out of the box.
Overview
Mirror of Apache Samza
Use Cases
Best For
- Building real-time analytics pipelines with exactly-once processing semantics
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