The IUP Journal of Computer Sciences
Cloud Computing for MATLAB and R Users: Part III – Multicore Virtual Machine Parallel
Computing Environment

Article Details
Pub. Date : April, 2019
Product Name : The IUP Journal of Computer Sciences
Product Type : Article
Product Code : IJCS21904
Author Name : Michael Gallagher, Erick Rengifo and Rossen Trendafilov
Availability : YES
Subject/Domain : Management
Download Format : PDF Format
No. of Pages : 37

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Abstract

Part III narrates instructions on harnessing the power of multicore virtual machine parallel computing environments, suitable for large dataset and heavy computational needs. Also, presents guidance to use the storage cloud (S3) along with computing cloud based on Amazon Elastic Compute Cloud (EC2).


Description

In this section, we describe the steps which allow users to create a multicore virtual machine parallel computing environment. A virtual machine is a computer located on Amazon?s servers. Multicore refers to the number of cores associated with the machine; a typical laptop or desktop may be dual core or quad core. Parallel computing allows simultaneous computing on each core, which is much faster than the normal computing process which is to run a program in serial from core to core. Utilizing a virtual environment allows a researcher to link together a number of machines with multiple cores each. Each machine is called a node.


Keywords

Cloud computing, Amazon Web Services (AWS), S3, Elastic Compute Cloud (EC2), Virtual computing instance, Linux R, MATLAB

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