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Efficient resource allocation and power saving in multi-tiered systems

Authors:

Andrew Caniff,

Lei Lu,

Ningfang Mi,

Ludmila Cherkasova,

Evgenia SmirniAuthors Info & Claims

WWW '10: Proceedings of the 19th international conference on World wide web

Pages 1069 - 1070

https://doi.org/10.1145/1772690.1772808

Published: 26 April 2010 Publication History

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Abstract

In this paper, we present Fastrack, a parameter-free algorithm for dynamic resource provisioning that uses simple statistics to promptly distill information about changes in workload burstiness. This information, coupled with the application's end-to-end response times and system bottleneck characteristics, guide resource allocation that shows to be very effective under a broad variety of burstiness profiles and bottleneck scenarios.

References

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G. Casale, E. Zhang, E. Smirni. KPC Toolbox: Simple Fitting Using Markovian Arrival Processes. In the 5th Intl. Conf. on Quantitative Evaluation of Systems, 2008.

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[3]

N. Mi, G. Casale, L. Cherkasova, E. Smirni. Burstiness in multi-tier applications: Symptoms, causes, and new models. In ACM/IFIP/USENIX Intl Middleware'2008.

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[4]

N. Mi, G. Casale, L. Cherkasova, E. Smirni. Injecting realistic burstiness to a traditional client-server benchmark. Proc. of the 6th Intl. Conference on Autonomic Computing (ICAC), 2009.

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B. Urgaonkar, P. Shenoy, A. Chandra, P. Goyal, T. Wood. Agile Dynamic Provisioning of Multi-tier Internet Applications. Transactions on Adaptive and Autonomous Systems (TAAS), March, 2008.

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Cited By

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Carrera DSteinder MWhalley ITorres JAyguade E(2012)Autonomic Placement of Mixed Batch and Transactional WorkloadsIEEE Transactions on Parallel and Distributed Systems10.1109/TPDS.2011.12923:2(219-231)Online publication date: 1-Feb-2012
https://dl.acm.org/doi/10.1109/TPDS.2011.129
C. Angelides MA. Sofokleous A(2012)A game approach to optimization of bandwidth allocation using MPEG-7 and MPEG-21Multimedia Tools and Applications10.1007/s11042-011-0981-062:1(287-309)Online publication date: 31-Jan-2012
https://doi.org/10.1007/s11042-011-0981-0

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Efficient resource allocation and power saving in multi-tiered systems

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Published In

WWW '10: Proceedings of the 19th international conference on World wide web

April 2010

1407 pages

ISBN:9781605587998

DOI:10.1145/1772690

General Chairs:
Michael Rappa
North Carolina State University, USA
,
Paul Jones
University of North Carolina at Chapel Hill, USA
,
Program Chairs:
Juliana Freire
University of Utah, USA
,
Soumen Chakrabarti
Indian Institute of Technology, India

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Association for Computing Machinery

New York, NY, United States

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Published: 26 April 2010

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WWW '10

WWW '10: The 19th International World Wide Web Conference

April 26 - 30, 2010

North Carolina, Raleigh, USA

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Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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Carrera DSteinder MWhalley ITorres JAyguade E(2012)Autonomic Placement of Mixed Batch and Transactional WorkloadsIEEE Transactions on Parallel and Distributed Systems10.1109/TPDS.2011.12923:2(219-231)Online publication date: 1-Feb-2012
https://dl.acm.org/doi/10.1109/TPDS.2011.129
C. Angelides MA. Sofokleous A(2012)A game approach to optimization of bandwidth allocation using MPEG-7 and MPEG-21Multimedia Tools and Applications10.1007/s11042-011-0981-062:1(287-309)Online publication date: 31-Jan-2012
https://doi.org/10.1007/s11042-011-0981-0

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Recommendations

Resource reconstruction algorithms for on-demand allocation in virtual computing resource pool

Revenue Driven Resource Allocation for Virtualized Data Centers

vRAS: An Efficient Virtualized Resource Allocation Scheme

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