• KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

Dynamic Service Assignment based on Proportional Ordering for the Adaptive Resource Management of Cloud Systems

Vol. 5, No.12, December 31, 2011
10.3837/tiis.2011.12.002, Download Paper (Free):

Abstract

The key issue in providing fast and reliable access on cloud services is the effective management of resources in a cloud system. However, the high variation in cloud service access rates affects the system performance considerably when there are no default routines to handle this type of occurrence. Adaptive techniques are used in resource management to support robust systems and maintain well-balanced loads within the servers. This paper presents an adaptive resource management for cloud systems which supports the integration of intelligent methods to promote quality of service (QoS) in provisioning of cloud services. A technique of dynamically assigning cloud services to a group of cloud servers is proposed for the adaptive resource management. Initially, cloud services are collected based on the excess cloud services load and then these are deployed to the assigned cloud servers. The assignment function uses the proposed proportional ordering which efficiently assigns cloud services based on its resource consumption. The difference in resource consumption rate in all nodes is analyzed periodically which decides the execution of service assignment. Performance evaluation showed that the proposed dynamic service assignment (DSA) performed best in throughput performance compared to other resource allocation algorithms.


Statistics

Show / Hide Statistics

Statistics (Cumulative Counts from December 1st, 2015)
Multiple requests among the same browser session are counted as one view.
If you mouse over a chart, the values of data points will be shown.


Cite this article

[IEEE Style]
Romeo Mark A. Mateo and Jaewan Lee, "Dynamic Service Assignment based on Proportional Ordering for the Adaptive Resource Management of Cloud Systems," KSII Transactions on Internet and Information Systems, vol. 5, no. 12, pp. 2294-2314, 2011. DOI: 10.3837/tiis.2011.12.002

[ACM Style]
Mateo, R. M. A. and Lee, J. 2011. Dynamic Service Assignment based on Proportional Ordering for the Adaptive Resource Management of Cloud Systems. KSII Transactions on Internet and Information Systems, 5, 12, (2011), 2294-2314. DOI: 10.3837/tiis.2011.12.002