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A Survey on the Performance Comparison of Map Reduce Technologies and the Architectural Improvement of Spark


G S Raghavendra, Bezwada Manasa, M. Vasavi


Vol. 22  No. 5  pp. 121-126


Hadoop and Apache Spark are Apache Software Foundation open source projects, and both of them are premier large data analytic tools. Hadoop has led the big data industry for five years. The processing velocity of the Spark can be significantly different, up to 100 times quicker. However, the amount of data handled varies: Hadoop Map Reduce can process data sets that are far bigger than Spark. This article compares the performance of both spark and map and discusses the advantages and disadvantages of both above-noted technologies.


Hadoop, spark, Map reduce,