Q-aware: Quality of service based cloud resource provisioning. (October 2015)
- Record Type:
- Journal Article
- Title:
- Q-aware: Quality of service based cloud resource provisioning. (October 2015)
- Main Title:
- Q-aware: Quality of service based cloud resource provisioning
- Authors:
- Singh, Sukhpal
Chana, Inderveer - Abstract:
- Abstract : Graphical abstract: Highlights: Cloud workloads have been analyzed and clustered through workload patterns. QoS metrics of each workload have been identified. We have analyzed the effect of number of workloads and resources on execution time and cost. Proposed technique demonstrates the minimization of cost and time simultaneously while adhering to workload deadline. Abstract: Provisioning of appropriate resources to cloud workloads depends on the Quality of Service (QoS) requirements of cloud workloads. Based on application requirements of cloud users, discovery and allocation of best workload – resource pair is an optimization problem. Acceptable QoS cannot be provided to the cloud users until provisioning of resources is offered as a crucial ability. QoS parameters based resource provisioning technique is therefore required for efficient provisioning of resources. In this paper, QoS metric based resource provisioning technique has been proposed. The proposed technique caters to provisioned resource distribution and scheduling of resources. The main aim of this research work is to analyze the workloads, categorize them on the basis of common patterns and then provision the cloud workloads before actual scheduling. The experimental results demonstrate that QoS metric based resource provisioning technique is efficient in reducing execution time and execution cost of cloud workloads along with other QoS parameters.
- Is Part Of:
- Computers & electrical engineering. Volume 47(2015)
- Journal:
- Computers & electrical engineering
- Issue:
- Volume 47(2015)
- Issue Display:
- Volume 47, Issue 2015 (2015)
- Year:
- 2015
- Volume:
- 47
- Issue:
- 2015
- Issue Sort Value:
- 2015-0047-2015-0000
- Page Start:
- 138
- Page End:
- 160
- Publication Date:
- 2015-10
- Subjects:
- Cloud metrics -- Workload patterns -- Resource provisioning -- Cloud computing -- Cloud workloads -- Quality of service
Computer engineering -- Periodicals
Electrical engineering -- Periodicals
Electrical engineering -- Data processing -- Periodicals
Ordinateurs -- Conception et construction -- Périodiques
Électrotechnique -- Périodiques
Électrotechnique -- Informatique -- Périodiques
Computer engineering
Electrical engineering
Electrical engineering -- Data processing
Periodicals
Electronic journals
621.302854 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00457906/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.compeleceng.2015.02.003 ↗
- Languages:
- English
- ISSNs:
- 0045-7906
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3394.680000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 1837.xml