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10.1109/CLOUD.2013.142guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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VScaler: Autonomic Virtual Machine Scaling

Published: 28 June 2013 Publication History

Abstract

Recent research results in cloud community found that cloud users increasingly force providers to shift from fixed bundle instance types(e.g. Amazon instances) to flexible bundles and shrinked billing cycles. This means that cloud applications can dynamically provision the used amount of resources in a more fine-grained fashion. This observation calls for approaches which are able to automatically implement fine granular VM resource allocation with respect to user-provided SLAs. In this work we propose VScaler, a framework which implements autonomic resource allocation using a novel approach to reinforcement learning.

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cover image Guide Proceedings
CLOUD '13: Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing
June 2013
982 pages
ISBN:9780769550282

Publisher

IEEE Computer Society

United States

Publication History

Published: 28 June 2013

Author Tags

  1. measurement
  2. performance
  3. scalability

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  • (2019)Performance-Aware Management of Cloud ResourcesACM Computing Surveys10.1145/333795652:4(1-37)Online publication date: 30-Aug-2019
  • (2019)DeepJSProceedings of the 4th International Conference on Big Data and Computing10.1145/3335484.3335513(48-53)Online publication date: 10-May-2019
  • (2018)A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling SystemsACM Computing Surveys10.1145/319050751:3(1-40)Online publication date: 12-Jun-2018
  • (2018)Auto-Scaling Web Applications in CloudsACM Computing Surveys10.1145/314814951:4(1-33)Online publication date: 13-Jul-2018
  • (2018)Learning-based dynamic scalable load-balanced firewall as a service in network function-virtualized cloud computing environmentsThe Journal of Supercomputing10.1007/s11227-018-2387-574:7(3329-3358)Online publication date: 1-Jul-2018
  • (2017)A policy-based system for dynamic scaling of virtual machine memory reservationsProceedings of the 2017 Symposium on Cloud Computing10.1145/3127479.3127491(282-294)Online publication date: 24-Sep-2017
  • (2016)Server consolidation for internet applications in virtualized data centersProceedings of the 24th High Performance Computing Symposium10.22360/SpringSim.2016.HPC.051(1-8)Online publication date: 3-Apr-2016

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