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You are here: Home » List of Apache Projects For Big Data

By Abhishek Ghosh March 26, 2017 10:44 pm Updated on March 26, 2017

List of Apache Projects For Big Data

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It is possibly confusing to many new users when we talk about combining various big data related softwares. Here is a List of Apache Projects For Big Data With Basic Practical Details Which is Helpful to the Developers Who Are New in Big Data Field. Apache Hadoop and Apache Spark are possibly most known. At present there are total 37 Apache projects which are directly related to Big Data.

List of Apache Projects For Big Data

 

List of Apache Projects For Big Data

 

There are the 37 Big Data related Apache projects:

  1. Apache Airavata
  2. Apache Ambari
  3. Apache Apex
  4. Apache Avro
  5. Apache Beam
  6. Apache Bigtop
  7. Apache BookKeeper
  8. Apache Calcite
  9. Apache CouchDB
  10. Apache Crunch
  11. Apache DataFu
  12. Apache DirectMemory
  13. Apache Drill
  14. Apache Edgent
  15. Apache Falcon
  16. Apache Flink
  17. Apache Flume
  18. Apache Giraph
  19. Apache Hama
  20. Apache Helix
  21. Apache Ignite
  22. Apache Kafka
  23. Apache Knox
  24. Apache MetaModel
  25. Apache Oozie
  26. Apache ORC
  27. Apache Parquet
  28. Apache Phoenix
  29. Apache REEF
  30. Apache Samza
  31. Apache Spark
  32. Apache Sqoop
  33. Apache Storm
  34. Apache Tajo
  35. Apache Tez
  36. Apache VXQuery
  37. Apache Zeppelin

Where is Apache Hadoop? Hadoop is officially under database. Most known and used are Apache Hadoop, Apache Spark, Apache Tez, Apache CouchDB, Apache Bigtop, Apache REEF. In next tier would be Apache Kafka, Apache Flume, Apache Drill, Apache Samza, Apache Storm, and the newer one Apache Edgent.

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Big data is a generic terminology for all the softwares using newer strategies for large datasets. The most essential component of a big data system is processing framework. It is processing framework which computes over the data in the system.

In that way we can divide th frameworks as Batch-only frameworks (Apache Hadoop), Stream-only frameworks (Apache Storm, Apache Samza and Hybrid frameworks (Apache Spark, Apache Flink).

The reason of having so much softwares is lack of universal common way of data processing for all existing types of data. If you are new in Big Data and searching for starting with something, Apache Hadoop and Apache Spark are correct to start with. Reason is nothing but that is commonly suggested to understand the limitations.

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Abhishek Ghosh

About Abhishek Ghosh

Abhishek Ghosh is a Businessman, Surgeon, Author and Blogger. You can keep touch with him on Twitter - @AbhishekCTRL.

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About This Article

Cite this article as: Abhishek Ghosh, "List of Apache Projects For Big Data," in The Customize Windows, March 26, 2017, March 20, 2023, https://thecustomizewindows.com/2017/03/list-apache-projects-big-data/.

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