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Virtual Clusters on the Fly - Fast, Scalable, and Flexible Installation

Published: 14 May 2007 Publication History

Abstract

One of the advantages in virtualized computing clusters compared to traditional shared HPC environments is their ability to accommodate user-specific system customization. However, past attempts to providing virtual clusters are not scalable with increasing number of VMs, nor do they allow fine-grained customization of VMs, assuming that preconfigured VM images are always available on the Grid. We propose a new virtual cluster installation technique that achieves efficiency and scalability, and yet simultaneously fine-grained customizability. It allows the user to create VMs on the fly for fine-grained customization of VMs, and pipelined data transfer for scalable installation with increasing number of VMs. To achieve efficiency in the presence of such full customization, it automatically caches frequently-constructed virtual disk images to save software installation time in common cases. Our experimental studies using a prototype implementation show that installation of a 190-node virtual cluster can be done in 40 seconds. From this result along with a scalability study, we estimate that installation of a 1000-node virtual cluster could be done in less than two minutes.

Cited By

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  • (2017)Ant colony-based load balancing and fault recovery for cloud computing environmentInternational Journal of Advanced Intelligence Paradigms10.5555/3070666.30706729:2-3(204-219)Online publication date: 1-Jan-2017
  • (2015)Flexible Configuration of Application-Centric Virtualized Computing InfrastructureProceedings, Part IV, of the 15th International Conference on Computational Science and Its Applications -- ICCSA 2015 - Volume 915810.1007/978-3-319-21410-8_27(342-353)Online publication date: 22-Jun-2015
  • (2014)Constructing Virtual Private Supercomputer Using Virtualization and Cloud TechnologiesProceedings of the 14th International Conference on Computational Science and Its Applications — ICCSA 2014 - Volume 858410.1007/978-3-319-09153-2_26(341-354)Online publication date: 30-Jun-2014
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Published In

cover image Guide Proceedings
CCGRID '07: Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid
May 2007
900 pages
ISBN:0769528333

Publisher

IEEE Computer Society

United States

Publication History

Published: 14 May 2007

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Cited By

View all
  • (2017)Ant colony-based load balancing and fault recovery for cloud computing environmentInternational Journal of Advanced Intelligence Paradigms10.5555/3070666.30706729:2-3(204-219)Online publication date: 1-Jan-2017
  • (2015)Flexible Configuration of Application-Centric Virtualized Computing InfrastructureProceedings, Part IV, of the 15th International Conference on Computational Science and Its Applications -- ICCSA 2015 - Volume 915810.1007/978-3-319-21410-8_27(342-353)Online publication date: 22-Jun-2015
  • (2014)Constructing Virtual Private Supercomputer Using Virtualization and Cloud TechnologiesProceedings of the 14th International Conference on Computational Science and Its Applications — ICCSA 2014 - Volume 858410.1007/978-3-319-09153-2_26(341-354)Online publication date: 30-Jun-2014
  • (2013)VMM detection using privilege rings and benchmark execution timesInternational Journal of Communication Networks and Distributed Systems10.1504/IJCNDS.2013.05622611:3(310-326)Online publication date: 1-Sep-2013
  • (2013)TopClusterJournal of Computer and System Sciences10.1016/j.jcss.2012.05.01079:2(201-215)Online publication date: 1-Mar-2013
  • (2013)Efficient Service Deployment by Image-Aware VM Allocation StrategyProceedings of the 14th International Conference on Intelligent Data Engineering and Automated Learning --- IDEAL 2013 - Volume 820610.1007/978-3-642-41278-3_31(252-261)Online publication date: 20-Oct-2013
  • (2012)A case for tracking and exploiting inter-node and intra-node memory content sharing in virtualized large-scale parallel systemsProceedings of the 6th international workshop on Virtualization Technologies in Distributed Computing Date10.1145/2287056.2287061(11-18)Online publication date: 18-Jun-2012
  • (2012)Improving scheduling performance using a q-learning-based leasing policy for cloudsProceedings of the 18th international conference on Parallel Processing10.1007/978-3-642-32820-6_34(337-349)Online publication date: 27-Aug-2012
  • (2011)DEVAProceedings of the 17th international conference on Parallel processing - Volume Part I10.5555/2033345.2033394(467-478)Online publication date: 29-Aug-2011
  • (2011)Minimal-overhead virtualization of a large scale supercomputerACM SIGPLAN Notices10.1145/2007477.195270546:7(169-180)Online publication date: 9-Mar-2011
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