Software Alternatives & Reviews

Apache Spark

Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

Apache Spark Alternatives

The best Apache Spark alternatives based on verified products, community votes, reviews and other factors.
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  1. 51

    Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

  2. 30

    Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

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  4. 34

    Open-source software for reliable, scalable, distributed computing

  5. 21

    Apache Kafka is an open-source message broker project developed by the Apache Software Foundation written in Scala.

  6. 22

    Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?

  7. 24

    Apache Storm is a free and open source distributed realtime computation system.

  8. 22

    Apache Hive data warehouse software facilitates querying and managing large datasets residing in distributed storage.

  9. 14

    Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.

  10. 20

    Amazon Kinesis services make it easy to work with real-time streaming data in the AWS cloud.

  11. 13

    Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

  12. 19

    Fast column-oriented distributed data store

  13. 17

    Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL. Athena is serverless, so there is no infrastructure to manage, and you pay only for the queries that you run.

  14. 18

    Distributed SQL Query Engine for Big Data (by Facebook)

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Apache Spark Reviews

External sources with reviews and comparisons of Apache Spark

15 data science tools to consider using in 2021
Apache Spark is an open source data processing and analytics engine that can handle large amounts of data -- upward of several petabytes, according to proponents. Spark's ability to rapidly process data has fueled significant growth in the use of the platform since it was created in 2009, helping to make the Spark project one...
Top 15 Kafka Alternatives Popular In 2021
Apache Spark is a well-known, general-purpose, open-source analytics engine for large-scale, core data processing. It is known for its high-performance quality for data processing – batch and streaming with the help of its DAG scheduler, query optimizer, and engine. Data streams are processed in real-time and hence it is...
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Author: | Publisher: SaaSHub
Categories: Databases, Big Data, Big Data Analytics, Big Data Infrastructure


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