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Synthesis of adaptation plans for cloud infrastructure with hybrid cost models
Politecnico di Milano, Italy.ORCID iD: 0000-0002-2736-845x
Politecnico di Milano, Italy.
University of York, UK.
2014 (English)In: Proceedings : 40th Euromicro Conference Series on Software Engineering and Advanced Applications: SEAA 2014 : 27–29 August 2014, Verona, Italy / [ed] Rick Rabiser, Richard Torkar, Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 443-450Conference paper, Published paper (Refereed)
Abstract [en]

We present a method and a tool for devising adaptation plans for the deployment of software applications on cloud computing infrastructure comprising a combination of reserved and "pay-as-you-go" resources. Starting from a trace log that represents the expected workload pattern of the application, we exploit queuing theory results to synthesize an adaptation plan that manages the cloud elasticity in a cost-effective way. To this end, the amount of resources to be reserved for a long period is quantified in a first activity of the method. Then, as a second activity, the number and types of pay-as-you-go resources is assessed. The adaptation plan produced for a real web server is shown to be cost effective even when the actual workload differs from that in the trace log by as much as 5 -- 20%.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2014. p. 443-450
National Category
Software Engineering
Research subject
Computer Science, Software Technology
Identifiers
URN: urn:nbn:se:lnu:diva-68940DOI: 10.1109/SEAA.2014.57Scopus ID: 2-s2.0-84916613271ISBN: 978-1-4799-5794-1 (electronic)OAI: oai:DiVA.org:lnu-68940DiVA: diva2:1160175
Conference
40th Euromicro Conference Series on Software Engineering and Advanced Applications, SEAA 2014
Available from: 2017-11-24 Created: 2017-11-24 Last updated: 2018-01-13Bibliographically approved

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Perez-Palacin, Diego

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf