Apache Spark Alternatives
Apache Spark
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 disk.
Spark has an advanced DAG execution engine that supports cyclic data flow and in-memory computing.
Best Open Source Apache Spark Alternatives
Hate Apache Spark? Use another browser! Which one should you go with? Try out these other browsers before making your final decision. Want some more context? We've got a great list of alternatives to Apache Spark here.
Apache Hadoop
FreeOpen SourceMacWindowsLinuxApache 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 Flink
FreeOpen SourceMacWindowsLinuxBSDFlink’s core is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations over data streams.
Features:
- Data analytics
- Machine Learning
Apache Storm
FreeOpen SourceMacWindowsLinuxBSDApache 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
FreeOpen SourceMacWindowsLinuxDisco is a lightweight, open-source framework for distributed computing based on the MapReduce paradigm and written in Python.
Features:
- Distributed
- Python
Heron
FreeOpen SourceLinuxHeron is a realtime, distributed, fault-tolerant stream processing engine from Twitter http://heronstreaming.io .
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