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Apache Spark vs MapReduce: A Detailed Comparison

Knowledge Hut

MapReduce has been there for a little longer after being developed in 2006 and gaining industry acceptance during the initial years. Compatibility MapReduce is also compatible with all data sources and file formats Hadoop supports. It is not mandatory to use Hadoop for Spark, it can be used with S3 or Cassandra also.

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