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  1. Categories >> Software >> Big Data >> Hadoop >> Apache Spark
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What advantages does Spark offer over Hadoop MapReduce?

Question Posted / Gurvachan Singh

Answer Posted / Gurvachan Singh

Spark offers several advantages over Hadoop MapReduce: (1) Faster processing speeds due to in-memory caching and lineage-based optimization. (2) Support for iterative algorithms, machine learning libraries, and graph processing. (3) Simplified API for easier development of data processing pipelines. (4) Flexibility to handle both batch and streaming workloads.

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