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Table 2 Experimental Hadoop cluster

From: A parallelization model for performance characterization of Spark Big Data jobs on Hadoop clusters

Server configuration

Processor

2.9 GHz

Main memory

64 GB

Local storage

10 TB

Node configuration

CPU Specification

Intel(R) Xeon(R) CPU E3-1231 v3 @ 3.40 GHz

Main memory

32 GB

Number of nodes

10

Local storage

6 TB each, 60 TB total

CPU cores

8 each, 80 total

Software

Operating System

Ubuntu 16.04.2 (GNU/Linux 4.13.0-37-generic x86 64)

JDK

1.7.0

Hadoop

2.4.0

Spark

2.1.0