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Resource state monitoring of service transactions in cloud systems

Xu, Lei and Zhang, Li and Lakew, Ewnetu Bayuh and Pahl, Claus (2014) Resource state monitoring of service transactions in cloud systems. In: IEEE 11th International Conference on Services Computing (SCC 2014), 27 Jun - 2 Jul 2014, Anchorage, AK, USA. ISBN 978-1-4799-5065-2

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Abstract

In cloud systems, services constituting a transaction may spread over a large number of servers or clusters. Theoretically, these services could consume cloud resources unlimitedly. To avoid financial loss due to resource overuse, clouds have to monitor the state of resources consumed by the services – collect values of consumption, and evaluate whether the combined usage of resources has excessed a pre-defined upper bound or not. The distributed nature of the services introduces a challenge to the monitoring system on how to summarise distributed state information with low cost. We present our resource state monitoring solution to capture the challenge introduced by services hosted in clouds. Our solution tracks the resource consumed by each service constituting a transaction individually whilst ensures the whole transaction does not overuse the allocated resource. It improves availability by avoiding single points of failure, and achieves scalability by minimising message exchanges.We performed experimental analyses that indicate this work can provide an inexpensive resource monitoring solution for transactions in clouds.

Item Type:Conference or Workshop Item (Paper)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:Cloud computing
Subjects:Computer Science > Computer networks
Computer Science > Software engineering
DCU Faculties and Centres:Research Initiatives and Centres > Irish Centre for Cloud Computing and Commerce (IC4)
DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Published in:Services Computing (SCC), 2014 IEEE International Conference on. . IEEE Press. ISBN 978-1-4799-5065-2
Publisher:IEEE Press
Official URL:http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6930574
Copyright Information:© 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting/ republishing this material for advertising or promotional purposes, creating new collective works for resale or redistribution to servers or lists, or reuse of any copyrighted components of this work in other works.
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:19939
Deposited On:29 Oct 2014 14:28 by Claus Pahl. Last Modified 14 Nov 2016 11:26

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