What is Apache Spark? How does it differ from traditional MapReduce?
What is Apache Spark? How does it differ from traditional MapReduce?
33628-May-2023
Updated on 29-May-2023
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What is Apache Spark? How does it differ from traditional MapReduce?
Aryan Kumar
29-May-2023Apache Spark is an open-source distributed computing system designed for big data processing and analytics. It provides an interface for programming cluster computing with a focus on speed, ease of use, and versatility. Spark supports a wide range of applications, including batch processing, real-time stream processing, machine learning, and graph processing.
Here are some key differences between Apache Spark and traditional MapReduce:
While MapReduce is still widely used and suited for certain batch processing scenarios, Spark's speed, flexibility, and rich set of libraries have made it a popular choice for big data processing, interactive analytics, and complex data workflows.