Cost-based multi-QoS job scheduling using divisible load theory in cloud computing
The advent of cloud computing as a new model of service provisioning in distributed systems, encourages researchers to investigate its benefits and drawbacks in executing scientific applications such as workflows. In this research, we attempt to investigate the use of a Divisible Load Theory (DLT) t...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2013
|
Online Access: | http://psasir.upm.edu.my/id/eprint/43086/1/Cost-based%20Multi-QoS%20Job%20Scheduling%20Using%20Divisible%20Load%20Theory%20in%20Cloud%20Computing.pdf |
_version_ | 1796974270679613440 |
---|---|
author | Abdullah, Monir Othman, Mohamed |
author_facet | Abdullah, Monir Othman, Mohamed |
author_sort | Abdullah, Monir |
collection | UPM |
description | The advent of cloud computing as a new model of service provisioning in distributed systems, encourages researchers to investigate its benefits and drawbacks in executing scientific applications such as workflows. In this research, we attempt to investigate the use of a Divisible Load Theory (DLT) to design efficient strategies to minimize the overall processing time for scheduling jobs in compute cloud environments. We consider homogeneous processors in our analysis and we derive a closed-form solution for the load fractions to be assigned to each processors. Our analysis also attempts to schedule the jobs
such a way that cloud provider can gain maximum benefit for his service and Quality of Service (QoS) requirement user’s job. Finally, we quantify the performance of the strategies via rigorous simulation studies. |
first_indexed | 2024-03-06T08:54:37Z |
format | Article |
id | upm.eprints-43086 |
institution | Universiti Putra Malaysia |
language | English |
last_indexed | 2024-03-06T08:54:37Z |
publishDate | 2013 |
publisher | Elsevier |
record_format | dspace |
spelling | upm.eprints-430862016-05-04T03:54:32Z http://psasir.upm.edu.my/id/eprint/43086/ Cost-based multi-QoS job scheduling using divisible load theory in cloud computing Abdullah, Monir Othman, Mohamed The advent of cloud computing as a new model of service provisioning in distributed systems, encourages researchers to investigate its benefits and drawbacks in executing scientific applications such as workflows. In this research, we attempt to investigate the use of a Divisible Load Theory (DLT) to design efficient strategies to minimize the overall processing time for scheduling jobs in compute cloud environments. We consider homogeneous processors in our analysis and we derive a closed-form solution for the load fractions to be assigned to each processors. Our analysis also attempts to schedule the jobs such a way that cloud provider can gain maximum benefit for his service and Quality of Service (QoS) requirement user’s job. Finally, we quantify the performance of the strategies via rigorous simulation studies. Elsevier 2013 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/43086/1/Cost-based%20Multi-QoS%20Job%20Scheduling%20Using%20Divisible%20Load%20Theory%20in%20Cloud%20Computing.pdf Abdullah, Monir and Othman, Mohamed (2013) Cost-based multi-QoS job scheduling using divisible load theory in cloud computing. Procedia Computer Science, 18. pp. 928-935. ISSN 1877-0509 http://www.sciencedirect.com/science/article/pii/S1877050913004018 10.1016/j.procs.2013.05.258 |
spellingShingle | Abdullah, Monir Othman, Mohamed Cost-based multi-QoS job scheduling using divisible load theory in cloud computing |
title | Cost-based multi-QoS job scheduling using divisible load
theory in cloud computing
|
title_full | Cost-based multi-QoS job scheduling using divisible load
theory in cloud computing
|
title_fullStr | Cost-based multi-QoS job scheduling using divisible load
theory in cloud computing
|
title_full_unstemmed | Cost-based multi-QoS job scheduling using divisible load
theory in cloud computing
|
title_short | Cost-based multi-QoS job scheduling using divisible load
theory in cloud computing
|
title_sort | cost based multi qos job scheduling using divisible load theory in cloud computing |
url | http://psasir.upm.edu.my/id/eprint/43086/1/Cost-based%20Multi-QoS%20Job%20Scheduling%20Using%20Divisible%20Load%20Theory%20in%20Cloud%20Computing.pdf |
work_keys_str_mv | AT abdullahmonir costbasedmultiqosjobschedulingusingdivisibleloadtheoryincloudcomputing AT othmanmohamed costbasedmultiqosjobschedulingusingdivisibleloadtheoryincloudcomputing |