Abstract: This study proposes a distributed computing optimization framework based on MapReduce to address the problem of low efficiency in big data processing in mathematical modeling. The aim is to ...

When Zaharia started work on Spark around 2010, analyzing "big data" generally meant using MapReduce, the Java-based ...

Abstract: It takes a lot of time and work to process huge file sizes on a single processor. To meet real-time constraints, tasks must be divided into smaller subtasks and executed parallelly on ...

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