Best Apache Mahout Alternatives & Competitors in 2025

Ambari is aimed at making Hadoop management simpler by developing software for provisioning, managing, and monitoring Hadoop clusters.

Apache HBase – Apache HBase™ Home

Open Source

Ideanote is the #1 rated Idea Management solution for companies of all sizes. Collect, develop and manage more of the right ideas from customers and employees to drive your growth.

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Pig is a high-level platform for creating MapReduce programs used with Hadoop.

Apache Avro is a comprehensive data serialization system and acting as a source of data exchanger service for Apache Hadoop.

Open Source

KNIME, the open platform for your data.

Powerful forecasting software for small businesses, traders and scientists.

WEKA is a set of powerful data mining tools that run on Java.

RapidMiner is a software platform for data science teams that unites data prep, machine learning, and predictive model deployment.

Apache Oozie Workflow Scheduler for Hadoop

KEEL contains classical knowledge extraction algorithms, preprocessing techniques, Computational Intelligence based learning algorithms, evolutionary rule learning algorithms, genetic fuzzy systems, evolutionary neural networks, etc.

A method for serializing and interchanging structured data.

Open Source

TOML - Tom's Obvious, Minimal Language

Open Source

An efficient binary serialization format.

Open Source