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. 34

    Open-source software for reliable, scalable, distributed computing

  2. 35

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

  3. 23

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

  4. 23

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

  5. 20

    Fast column-oriented distributed data store

  6. 17

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

  7. 17

    Fully managed extract, transform, and load (ETL) service

  8. 11

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

  9. 17

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

  10. 15

    A fully managed data warehouse for large-scale data analytics.

  11. 19

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

  12. 14

    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.

  13. 14

    Apache Beam provides an advanced unified programming model to implement batch and streaming data processing jobs.

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...
5 Best-Performing Tools that Build Real-Time Data Pipeline
Apache Spark is an open-source and flexible in-memory framework which serves as an alternative to map-reduce for handling batch, real-time analytics and data processing workloads. It provides native bindings for the Java, Scala, Python, and R programming languages, and supports SQL, streaming data, machine learning and graph...
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Author: | Publisher: SaaSHub
Categories: Databases, Big Data, Big Data Analytics, Big Data Infrastructure