Apache Samza
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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.
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.
Apache Storm
Apache Storm is another stream processing framework. It provides similar capabilities to Samza, though with different architectural approaches, making them competitors.
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.
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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.
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.
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Which job functions commonly mention Apache Samza?
MLOps Engineer
0.1% of all MLOps Engineer jobs mention Apache Samza
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jobs on Sumble
Data Engineer
109 Data Engineer jobs mention Apache Samza
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jobs on Sumble
Data Architect
16 Data Architect jobs mention Apache Samza
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jobs on Sumble
Software Engineer
408 Software Engineer jobs mention Apache Samza
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jobs on Sumble
Engineer
434 Engineer jobs mention Apache Samza
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jobs on Sumble
Which organizations are mentioning Apache Samza?
MoEngage Inc
Scientific and Technical Services
LinkedIn
Scientific and Technical Services
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