QoS-Aware Dynamic Virtual Resource Management in the Cloud

Ying Kui Li

doi:10.4028/www.scientific.net/AMM.556-562.5809

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Design and Implementation of Computer Grade Examination Registration System
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An Anti-Spam Electronic Commerce Security System in Cloud Computing Environment
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Research on Cell Phone Photograph Data Mining in Mobile Electronic Commerce
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Design and Realization of Virtual Experimental System for Computer
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QoS-Aware Dynamic Virtual Resource Management in the Cloud
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Study on the Cloud Computing in Digital Libraries
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Web Visualized Method Oriented to Internet Education Text Resources
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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 556-562QoS-Aware Dynamic Virtual Resource Management in...

QoS-Aware Dynamic Virtual Resource Management in the Cloud

Abstract:

Virtual resource management is a key issue in cloud computing paradigm. This paper focuses on the long term/short term virtual machine rental problem. A learning algorithm based on statistical learning techniques for resource requirement is proposed, and a dynamic virtual machine rental algorithm is given. These algorithms minimized the operational cost while preserving predetermined Quality-of-Service (QoS) specification. A simulation platform is constructed, and end users’ arrivals are generated according to a Markov Modulated Poisson Process (MMPP) to simulate the load in the real world. The effectiveness of the proposed algorithms are tested via extensive numerical studies.

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Periodical:

Applied Mechanics and Materials (Volumes 556-562)

Pages:

5809-5812

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.556-562.5809

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Online since:

May 2014

Authors:

Ying Kui Li*

Keywords:

Cloud Computing, Resource Allocation, Resource Management

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References

[1] J. Sahoo, S. Mohapatra and R. Lath, Virtualization: A Survey On Concepts, Taxonomy And Associated Security Issues[C], in Second International Conference on Computer and Network Technology. 2010, IEEE.

DOI: 10.1109/iccnt.2010.49

Google Scholar

[2] C. S. Yeo, R.B.M.D. and A.M.P. Venugopal, Utility Computing on Global Grids[M], in Handbook of Computer Networks, H. Bidgoli, H. Bidgoli Editors. 2008, Wiley Press: Hoboken, NJ, USA.

Google Scholar

[3] Jeffrey Shneidman, Chaki Ng, David C. Parkes, Alvin Au Young, Alex C. Snoeren, Amin Vahdat, and Brent Chun. Why Markets Could (But Don't Currently) Solve Resource Allocation Problems in Systems, in Proceedings of the 10th Workshop on Hot Topics in Operating Systems (HotOS X). 2005: Santa FE, NM, USA.

DOI: 10.1109/emnets.2005.1469095

Google Scholar

[4] M.E. Crovella, A. Bestavros. Self-similarity in World Wide Web traffic: evidence and possible causes[J]. IEEE/ACM Transactions on Networking, 1997. 5(6): 835-846.

DOI: 10.1109/90.650143

Google Scholar

[5] Jianzhe Tai, Juemin Zhang, Jun Li, Waleed Meleis, Ningfang Mi. ArA: Adaptive resource allocation for cloud computing environments under bursty workloads[C]. in the Proceedings of the IEEE 30th International Performance Computing and Communications Conference (IPCCC), Page(s): 1 - 8, (2011).

DOI: 10.1109/pccc.2011.6108060

Google Scholar