Publication:
Towards low cost and smart load testing as a service using containers

dc.contributor.authorBaransel, Berrak Alara
dc.contributor.authorPeker, Alper
dc.contributor.authorBalkıs, Hilmi Ömer
dc.contributor.authorArı, İsmail
dc.contributor.departmentComputer Science
dc.contributor.ozuauthorARI, Ismail
dc.contributor.ozugradstudentBaransel, Berrak Alara
dc.contributor.ozugradstudentPeker, Alper
dc.contributor.ozugradstudentBalkıs, Hilmi Ömer
dc.date.accessioned2023-05-25T11:46:15Z
dc.date.available2023-05-25T11:46:15Z
dc.date.issued2021
dc.description.abstractProviding end-users with high quality e-commerce, online communication, education services requires careful performance monitoring, tuning and prediction under heavy traffic loads. To address this issue, we propose and evaluate a novel methodology using Docker containers for load testing. Our experience over several benchmarks, local machines vs. Cloud, and web servers suggest that load testing as a service requires a multi-dimensional optimization over slave counts, network latencies, bandwidth, and traffic patterns and there are opportunities for learning these parameters that can later be modelled into a smart load testing algorithm, with machine learning at the driver seat. Beyond the ease and speed of deployment, containers and cloud also provide a low cost alternative to load testing; we completed our cloud experiments by spending only $10. The only disadvantage of public clouds can be their centralized nature and distance to real customer bases.en_US
dc.description.sponsorshipOzyegin University ; Saha Information Technologies
dc.identifier.doi10.1007/978-3-030-71711-7_24en_US
dc.identifier.endpage302en_US
dc.identifier.isbn978-303071710-0
dc.identifier.issn1865-0929en_US
dc.identifier.scopus2-s2.0-85103500692
dc.identifier.startpage292en_US
dc.identifier.urihttp://hdl.handle.net/10679/8338
dc.identifier.urihttps://doi.org/10.1007/978-3-030-71711-7_24
dc.identifier.volume1382en_US
dc.language.isoengen_US
dc.publicationstatusPublisheden_US
dc.publisherSpringeren_US
dc.relation.ispartofCommunications in Computer and Information Science
dc.relation.publicationcategoryInternational
dc.rightsrestrictedAccess
dc.subject.keywordsClouden_US
dc.subject.keywordsContaineren_US
dc.subject.keywordsDjangoen_US
dc.subject.keywordsDockeren_US
dc.subject.keywordsJmeteren_US
dc.subject.keywordsKubernetesen_US
dc.subject.keywordsLoad testingen_US
dc.titleTowards low cost and smart load testing as a service using containersen_US
dc.typeconferenceObjecten_US
dc.type.subtypeConference paper
dspace.entity.typePublication
relation.isOrgUnitOfPublication85662e71-2a61-492a-b407-df4d38ab90d7
relation.isOrgUnitOfPublication.latestForDiscovery85662e71-2a61-492a-b407-df4d38ab90d7

Files

License bundle

Now showing 1 - 1 of 1
Placeholder
Name:
license.txt
Size:
1.45 KB
Format:
Item-specific license agreed upon to submission
Description:

Collections