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Job Scheduling with Efficient Resource Monitoring in Cloud Datacenter
Cloud computing is an on-demand computing model, which uses virtualization technology to provide cloud resources to users in the form of virtual machines through internet. Being an adaptable technology, cloud computing is an excellent alternative for organizations for forming their own private cloud...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4587428/ https://www.ncbi.nlm.nih.gov/pubmed/26473166 http://dx.doi.org/10.1155/2015/983018 |
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author | Loganathan, Shyamala Mukherjee, Saswati |
author_facet | Loganathan, Shyamala Mukherjee, Saswati |
author_sort | Loganathan, Shyamala |
collection | PubMed |
description | Cloud computing is an on-demand computing model, which uses virtualization technology to provide cloud resources to users in the form of virtual machines through internet. Being an adaptable technology, cloud computing is an excellent alternative for organizations for forming their own private cloud. Since the resources are limited in these private clouds maximizing the utilization of resources and giving the guaranteed service for the user are the ultimate goal. For that, efficient scheduling is needed. This research reports on an efficient data structure for resource management and resource scheduling technique in a private cloud environment and discusses a cloud model. The proposed scheduling algorithm considers the types of jobs and the resource availability in its scheduling decision. Finally, we conducted simulations using CloudSim and compared our algorithm with other existing methods, like V-MCT and priority scheduling algorithms. |
format | Online Article Text |
id | pubmed-4587428 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-45874282015-10-15 Job Scheduling with Efficient Resource Monitoring in Cloud Datacenter Loganathan, Shyamala Mukherjee, Saswati ScientificWorldJournal Research Article Cloud computing is an on-demand computing model, which uses virtualization technology to provide cloud resources to users in the form of virtual machines through internet. Being an adaptable technology, cloud computing is an excellent alternative for organizations for forming their own private cloud. Since the resources are limited in these private clouds maximizing the utilization of resources and giving the guaranteed service for the user are the ultimate goal. For that, efficient scheduling is needed. This research reports on an efficient data structure for resource management and resource scheduling technique in a private cloud environment and discusses a cloud model. The proposed scheduling algorithm considers the types of jobs and the resource availability in its scheduling decision. Finally, we conducted simulations using CloudSim and compared our algorithm with other existing methods, like V-MCT and priority scheduling algorithms. Hindawi Publishing Corporation 2015 2015-09-15 /pmc/articles/PMC4587428/ /pubmed/26473166 http://dx.doi.org/10.1155/2015/983018 Text en Copyright © 2015 S. Loganathan and S. Mukherjee. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Loganathan, Shyamala Mukherjee, Saswati Job Scheduling with Efficient Resource Monitoring in Cloud Datacenter |
title | Job Scheduling with Efficient Resource Monitoring in Cloud Datacenter |
title_full | Job Scheduling with Efficient Resource Monitoring in Cloud Datacenter |
title_fullStr | Job Scheduling with Efficient Resource Monitoring in Cloud Datacenter |
title_full_unstemmed | Job Scheduling with Efficient Resource Monitoring in Cloud Datacenter |
title_short | Job Scheduling with Efficient Resource Monitoring in Cloud Datacenter |
title_sort | job scheduling with efficient resource monitoring in cloud datacenter |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4587428/ https://www.ncbi.nlm.nih.gov/pubmed/26473166 http://dx.doi.org/10.1155/2015/983018 |
work_keys_str_mv | AT loganathanshyamala jobschedulingwithefficientresourcemonitoringinclouddatacenter AT mukherjeesaswati jobschedulingwithefficientresourcemonitoringinclouddatacenter |