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Improving distributed system performance using machine availability prediction

Published: 01 September 2006 Publication History

Abstract

In a distributed system, a set of networked machines provides a highly available service to remote clients. Traditional distributed systems like AFS [2] make a clear distinction between clients and servers. Client machines may be poorly administered, cheaply constructed, often offline, and possibly malicious. In contrast, servers are expected to be well-administered and almost always online. Highly available servers ensure the availability and reliability of the distributed service.

References

[1]
W. Bolosky, J. Douceur, D. Ely, and M. Theimer. Feasibility of a Serverless Distributed File System Deployed on an Existing Set of Desktop PCs. In Proceedings of ACM SIGMETRICS, Santa Clara, CA, June 2000.
[2]
J. Howard, M. Kazar, S. Menees, D. Nichols, M. Satyanarayanan, R. Sidebotham, and M. West. Scale and performance in a distributed file system. In ACM Transactions on Computer Systems, pages 51--81, February 1988.
[3]
J. Kephart and S. White. Directed-graph epidemiological models of computer viruses. In Proceedings of the IEEE Computer Symposium on Research in Security and Privacy, pages 343--359, May 1991.
[4]
I. Stoica, R. Morris, D. Karger, M. Kaashoek, and H. Balakrishnan. Chord: A Scalabale Peer-to-Peer Lookup Service for Internet Applications. In Proceedings of ACM SIGCOMM, pages 149--160, San Diego, CA, August 2001.
[5]
J. Stribling. All-pairs PlanetLab Ping Data. http://www.pdos.lcs.mit.edu/~strib/pl_app/.

Cited By

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  • (2014)A review on resource availability prediction methods in volunteer grid computing2014 IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2014)10.1109/ICCSCE.2014.7072766(478-483)Online publication date: Nov-2014
  • (2013)A behavior cluster based availability prediction approach for nodes in distribution networks2013 IEEE International Conference on Acoustics, Speech and Signal Processing10.1109/ICASSP.2013.6638169(2810-2814)Online publication date: May-2013
  • (2009)Grid Resource Availability Prediction-Based Scheduling and Task ReplicationJournal of Grid Computing10.1007/s10723-009-9135-27:4(479-500)Online publication date: 2-Sep-2009
  • Show More Cited By

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Published In

cover image ACM SIGMETRICS Performance Evaluation Review
ACM SIGMETRICS Performance Evaluation Review  Volume 34, Issue 2
September 2006
30 pages
ISSN:0163-5999
DOI:10.1145/1168134
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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 September 2006
Published in SIGMETRICS Volume 34, Issue 2

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Cited By

View all
  • (2014)A review on resource availability prediction methods in volunteer grid computing2014 IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2014)10.1109/ICCSCE.2014.7072766(478-483)Online publication date: Nov-2014
  • (2013)A behavior cluster based availability prediction approach for nodes in distribution networks2013 IEEE International Conference on Acoustics, Speech and Signal Processing10.1109/ICASSP.2013.6638169(2810-2814)Online publication date: May-2013
  • (2009)Grid Resource Availability Prediction-Based Scheduling and Task ReplicationJournal of Grid Computing10.1007/s10723-009-9135-27:4(479-500)Online publication date: 2-Sep-2009
  • (2007)Multi-state grid resource availability characterizationProceedings of the 8th IEEE/ACM International Conference on Grid Computing10.1109/GRID.2007.4354114(42-49)Online publication date: 19-Sep-2007

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