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Apache Flink Alternatives

Apache Flink Alternatives

Apache Flink

Flink’s core is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations over data streams.

Flink includes several APIs for creating applications that use the Flink engine:

DataSet API for static data embedded in Java, Scala, and Python,
DataStream API for unbounded streams embedded in Java and Scala, and
Table API with a SQL-like expression language embedded in Java and Scala.
Flink also bundles libraries for domain-specific use cases:

Machine Learning library, and
Gelly, a graph processing API and library.
You can integrate Flink easily with other well-known open source systems both for data input and output as well as deployment.

(Previously Stratosphere)

Best Apache Flink Alternatives for Mac

Looking for a program that is like Apache Flink? We have our top picks here. If you need another program that has some of the features of Apache Flink on your device, read what we recommend in this post.

Splunk

Splunk

FreemiumMacWindowsLinux

Splunk is software that provides unique visibility across your entire IT infrastructure from one place in real time. Only Splunk enables you to search, report, monitor...

Features:

  • Capturing logs
  • Content Searching
  • Data analytics
  • Log parsing
  • Log storage
Apache Hadoop

Apache Hadoop

FreeOpen SourceMacWindowsLinux

Apache Hadoop is a open source software framework that supports data-intensive distributed applications licensed under the Apache v2 license. It enables applications to...

Features:

  • Developer Tools
  • Distributed Computing
  • Web Development
Apache Spark

Apache Spark

FreeOpen SourceMacWindowsLinux

Apache Spark™ is a fast and general engine for large-scale data processing. Speed Run programs up to 100x faster than Hadoop MapReduce in memory, or 10x faster on...

Features:

  • Machine Learning
  • Data analytics
  • Parallel Computing
Apache Storm

Apache Storm

FreeOpen SourceMacWindowsLinuxBSD

Apache Storm is a free and open source distributed realtime computation system. Storm makes it easy to reliably process unbounded streams of data, doing for realtime...

Disco MapReduce

Disco MapReduce

FreeOpen SourceMacWindowsLinux

Disco is a lightweight, open-source framework for distributed computing based on the MapReduce paradigm and written in Python.

Features:

  • Distributed
  • Python

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