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Is Spark a component of the Hadoop ecosystem?

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Apache Spark replaces Hadoop's original data analytics library, MapReduce, with faster machine learning processing capabilities. However, Spark is not mutually exclusive with Hadoop. While Apache Spark can run as an independent framework, many organizations use both Hadoop and Spark for big data anal...
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Apache Spark replaces Hadoop's original data analytics library, MapReduce, with faster machine learning processing capabilities. However, Spark is not mutually exclusive with Hadoop. While Apache Spark can run as an independent framework, many organizations use both Hadoop and Spark for big data analytics.

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My teaching experience 12 years

Yes, Spark is a component of the Hadoop ecosystem, but it can also function independently for big data processing.
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"Transforming your struggles into success"

Yes, Spark is a component of the Hadoop ecosystem, but it can also function independently for big data processing.
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