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Apache Samza

From Wikipedia, the free encyclopedia
Open-source distributed stream processing
This article is about Apache Samza. Not to be confused withSamba (software).
Apache Samza
Original author(s)LinkedIn
Developer(s)Apache Software Foundation
Stable release
1.8.0 / 17 January 2023; 2 years ago (2023-01-17)[1]
RepositorySamza Repository
Written inScala,Java
Operating systemCross-platform
TypeDistributedstream processing
LicenseApache License 2.0
Websitesamza.apache.org

Apache Samza is anopen-source, near-realtime, asynchronous computational framework forstream processing developed by theApache Software Foundation inScala andJava. It has been developed in conjunction withApache Kafka. Both were originally developed byLinkedIn.[2]

Overview

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Samza allows users to buildstateful applications that process data in real-time from multiple sources including Apache Kafka.

Samza provides fault tolerance, isolation and stateful processing. Unlike batch systems such asApache Hadoop orApache Spark, it provides continuous computation and output, which result in sub-second[3] response times.

There are many players in the field of real-time stream processing and Samza is one of the mature products.[4][5][6] It was added to Apache in 2013.[7]

Samza is used by multiple companies.[8] The biggest installation is in LinkedIn.

See also

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References

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  1. ^"Announcing the release of Apache Samza 1.8.0". Retrieved28 March 2024.
  2. ^"How LinkedIn Uses Apache Samza".InfoQ. Retrieved2016-09-28.
  3. ^"Samza: Stateful Scalable Stream Processing at LinkedIn"(PDF).
  4. ^"Spark Streaming vs Flink vs Storm vs Kafka Streams vs Samza : Choose Your Stream Processing Framework".www.linkedin.com. Retrieved2019-07-23.
  5. ^"Comparing Apache Spark, Storm, Flink and Samza stream processing engines - Part 1".Scott Logic. Retrieved2019-07-23.
  6. ^"Hadoop, Storm, Samza, Spark, and Flink: Big Data Frameworks Compared".DigitalOcean. Retrieved2019-07-23.
  7. ^"Apache Samza".blogs.apache.org. Archived fromthe original on November 15, 2013. Retrieved2019-07-23.
  8. ^"Samza - Powered By".samza.apache.org. Retrieved2019-07-23.

External links

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