Apache Samza Insights

What is Apache Samza?

Apache Samza is a distributed stream processing framework. It is used for building stateful applications that process data in real-time. Samza integrates with Apache Kafka and Apache Hadoop YARN to provide fault tolerance, scalability, and durability. It's often used for use cases like fraud detection, real-time analytics, and ETL pipelines.

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What other technologies are related to Apache Samza?

Apache Samza Competitor Technologies

Flink

Apache Flink is a stream processing framework similar to Samza. Both are used for stateful stream processing, making them direct competitors.

mentioned alongside Apache Samza in 1% (279) of relevant job posts

Apache Storm

Apache Storm is another stream processing framework. It provides similar capabilities to Samza, though with different architectural approaches, making them competitors.

mentioned alongside Apache Samza in 1% (142) of relevant job posts

Spark

Apache Spark, particularly its Structured Streaming component, can be used for stream processing, making it a competitor to Samza. Spark is often used in batch processing but can be used in streaming as well.

mentioned alongside Apache Samza in 0% (373) of relevant job posts

Apache Samza Complementary Technologies

Kafka

Apache Kafka is a distributed streaming platform often used as the messaging backbone for Samza applications. Samza uses Kafka for fault tolerance, state management, and input/output streams, making them highly complementary.

mentioned alongside Apache Samza in 0% (445) of relevant job posts

AWS Kinesis

AWS Kinesis is a streaming data service. Like Kafka, it can be used as a source and sink for Samza applications. While Samza does not require Kinesis, it is complementary.

mentioned alongside Apache Samza in 0% (62) of relevant job posts