10

8

6

4

2


10.0

9.9
Apache Spark

9.9

9.9
Deeplearning4J

9.9

9.8
Kafka

9.7

9.9
Flink

9.7

7.9
Scalding

9.3

6.2
Summingbird

18 Big Data packages and projects

  • Apache Spark

    10.0 9.9 Scala
    Big data platform

  • Deeplearning4J

    9.9 9.9 L1 Java
    Deep Learning for Java, Scala & Clojure on Hadoop & Spark - From Skymind

  • Kafka

    9.9 9.8 L2 Java
    Kafka is a message broker project and aims to provide a unified, high-throughput, low-latency platform for handling real-time data feeds.

  • Flink

    9.7 9.9 L2 Java
    Processing framework with powerful stream- and batch-processing capabilities.

  • Scalding

    9.7 7.9 Scala
    A Scala binding for the Cascading abstraction of Hadoop MapReduce.

  • Summingbird

    9.3 6.2 Scala
    An implementation of the “lambda architecture” as a software abstraction

  • Reactive-kafka

    8.6 7.6 Scala
    Reactive Streams API for Apache Kafka.

  • BIDMach

    8.4 9.4 Jupyter Notebook
    CPU and GPU machine learning library, using JNI for GPU computation.

  • Gearpump

    8.2 1.0 Scala
    Lightweight real-time big data streaming engine

  • Scio

    7.7 9.5 Scala
    A Scala API for Apache Beam and Google Cloud Dataflow

  • Sparkta

    7.6 8.9 Scala
    Real Time Aggregation based on Spark Streaming.

  • Scoobi

    7.2 0.0 Scala
    Write type-safe Hadoop programs in idiomatic Scala way

  • Hail

    5.8 9.6 Scala
    Scalable genetic data analysis

  • Scoozie

    4.7 0.0 Scala
    Scala DSL on top of Oozie XML

  • Scrunch

    4.5 5.7 L3 Java
    A Scala wrapper for Apache Crunch which provides a framework for writing, testing, and running MapReduce pipelines.

  • spark-deployer

    3.6 3.4 Scala
    A sbt plugin which helps deploying Apache Spark stand-alone cluster and submitting job on cloud system like AWS EC2.

  • Shadoop

    1.6 0.0 Scala
    A Scala DSL for Hadoop MapReduce.

  • GridScale

    1.2 6.8 Java
    A Scala API for computing clusters and grids.

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