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dc.contributor.authorBoonprasop, Chalee
dc.contributor.authorBarker, Adam David
dc.date.accessioned2019-02-27T15:30:08Z
dc.date.available2019-02-27T15:30:08Z
dc.date.issued2018-04-23
dc.identifier.citationBoonprasop , C & Barker , A D 2018 , Simplified cloud instance selection . in Proceedings of the 5th Workshop on CrossCloud Infrastructures & Platforms (CrossCloud'18) . , 5 , ACM , New York, NY , 5th Workshop on CrossCloud Infrastructures & Platforms , Porto , Portugal , 23/04/18 . https://doi.org/10.1145/3195870.3195875en
dc.identifier.citationworkshopen
dc.identifier.isbn9781450356534
dc.identifier.otherPURE: 257949722
dc.identifier.otherPURE UUID: 9ece74d8-6ad9-4366-a25e-990139c37821
dc.identifier.otherScopus: 85049667180
dc.identifier.urihttps://hdl.handle.net/10023/17165
dc.description.abstractCloud computing delivers computational services to anyone over the internet. The cloud providers offer these services through a simplified billing model where customers can rent services based on the types of computing power they require. However, given the vast choice, it is complicated for a user to select the optimal instance types for a given workload or application. In this paper, we propose a user-friendly cloud instance recommendation system, which given a set of weighted coefficients representing the relevance of CPU, memory, storage and network along with a price, will recommend the best performing instances. The system only requires provider specified data about instance types and doesn’t require costly cloud benchmarking. We evaluate our approach on Microsoft Azure across a number of different common workload types.
dc.format.extent6
dc.language.isoeng
dc.publisherACM
dc.relation.ispartofProceedings of the 5th Workshop on CrossCloud Infrastructures & Platforms (CrossCloud'18)en
dc.rights© 2018, ACM. This work has been made available online in accordance with the publisher's policies. This is the author created accepted version manuscript following peer review and as such may differ slightly from the final published version. The final published version of this work is available at https://doi.org/10.1145/3195870.3195875en
dc.subjectCloud computingen
dc.subjectCloud brokeren
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subjectT Technologyen
dc.subject3rd-NDASen
dc.subject.lccQA75en
dc.subject.lccTen
dc.titleSimplified cloud instance selectionen
dc.typeConference itemen
dc.contributor.sponsorEPSRCen
dc.description.versionPostprinten
dc.contributor.institutionUniversity of St Andrews. School of Computer Scienceen
dc.identifier.doihttps://doi.org/10.1145/3195870.3195875
dc.identifier.grantnumberEP/R010528/1en


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