Clustering in hybrid environment / Imran Edzereiq Kamarudin

The cluster, a collection of computers that work together, is an important concept in leveraging computing resources because of its ability to transfer workload from an overloaded system to another system in the cluster. Clusters are not necessarily built by using Linux as the only operating s...

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Main Author: Kamarudin, Imran Edzereiq
Format: Student Project
Published: Faculty of Information Technology and Quantitative Sciences 2006
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Online Access:http://ir.uitm.edu.my/id/eprint/670/
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spelling my.uitm.ir.6702017-12-28T09:39:52Z http://ir.uitm.edu.my/id/eprint/670/ Clustering in hybrid environment / Imran Edzereiq Kamarudin Kamarudin, Imran Edzereiq Neural networks (Computer science) The cluster, a collection of computers that work together, is an important concept in leveraging computing resources because of its ability to transfer workload from an overloaded system to another system in the cluster. Clusters are not necessarily built by using Linux as the only operating system. Hybrid cluster which is a cluster consisting of heterogeneous operating system is capable of performing cluster operations similar to the ordinary non hybrid cluster. This research concentrates on cluster in hybrid environment. The cluster system is built using at least two machines that have different architecture. It will be tested using sample coding. Not only we will determine the functionality of the cluster, we will also determine which coding is suitable to run on the cluster system The major finding of this study is non hybrid cluster can be done using simple specifications of hardware to perform big computations. While running the cluster agent on Windows based computers using the emulator, it allows users to run any windows-based application concurrently with the cluster agent. In other words, the cluster is doing its job in the background while users can continue working with windows-based applications. This research also finds out which cluster environment between hybrid and non hybrid gives the best results in terms of time processing. The lesser time it takes to complete a process, the better the cluster is. The research concludes with the recommendations to improve future hybrid cluster studies and implementations. Faculty of Information Technology and Quantitative Sciences 2006 Student Project NonPeerReviewed Kamarudin, Imran Edzereiq (2006) Clustering in hybrid environment / Imran Edzereiq Kamarudin. [Student Project] (Unpublished)
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
topic Neural networks (Computer science)
spellingShingle Neural networks (Computer science)
Kamarudin, Imran Edzereiq
Clustering in hybrid environment / Imran Edzereiq Kamarudin
description The cluster, a collection of computers that work together, is an important concept in leveraging computing resources because of its ability to transfer workload from an overloaded system to another system in the cluster. Clusters are not necessarily built by using Linux as the only operating system. Hybrid cluster which is a cluster consisting of heterogeneous operating system is capable of performing cluster operations similar to the ordinary non hybrid cluster. This research concentrates on cluster in hybrid environment. The cluster system is built using at least two machines that have different architecture. It will be tested using sample coding. Not only we will determine the functionality of the cluster, we will also determine which coding is suitable to run on the cluster system The major finding of this study is non hybrid cluster can be done using simple specifications of hardware to perform big computations. While running the cluster agent on Windows based computers using the emulator, it allows users to run any windows-based application concurrently with the cluster agent. In other words, the cluster is doing its job in the background while users can continue working with windows-based applications. This research also finds out which cluster environment between hybrid and non hybrid gives the best results in terms of time processing. The lesser time it takes to complete a process, the better the cluster is. The research concludes with the recommendations to improve future hybrid cluster studies and implementations.
format Student Project
author Kamarudin, Imran Edzereiq
author_facet Kamarudin, Imran Edzereiq
author_sort Kamarudin, Imran Edzereiq
title Clustering in hybrid environment / Imran Edzereiq Kamarudin
title_short Clustering in hybrid environment / Imran Edzereiq Kamarudin
title_full Clustering in hybrid environment / Imran Edzereiq Kamarudin
title_fullStr Clustering in hybrid environment / Imran Edzereiq Kamarudin
title_full_unstemmed Clustering in hybrid environment / Imran Edzereiq Kamarudin
title_sort clustering in hybrid environment / imran edzereiq kamarudin
publisher Faculty of Information Technology and Quantitative Sciences
publishDate 2006
url http://ir.uitm.edu.my/id/eprint/670/
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score 13.211869