Cloud-based Distributed Internet Measurement Platform

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.advisorCorneo, Lorenzo
dc.contributor.authorPutra, Rafi
dc.contributor.schoolPerustieteiden korkeakoulufi
dc.contributor.supervisorDi Francesco, Mario
dc.date.accessioned2022-08-28T17:05:04Z
dc.date.available2022-08-28T17:05:04Z
dc.date.issued2022-08-22
dc.description.abstractCloud computing has become an essential component of most networked applications today. Thus, Internet failures that prevent access to cloud data centres are sources of service disruptions and monetary losses. To prevent such failures, Internet measurement platforms are utilised to run network diagnostic tests to probe the Internet and identify anomalies. However, maintaining such platforms is complex, as it may involve large amounts of hardware and servers and has non-negligible monetary costs. This thesis investigates the possibility of implementing an Internet measurement platform leveraging the serverless computing paradigm. To this end, the work proposes the design and implementation of a novel cloud-based measurement platform in a serverless fashion. The proposed solution is then evaluated against the more traditional approach of using virtual machines in Google Compute Engine. Cost comparison between the two approaches shows that the serverless solution significantly reduces costs if the duration of the network measurement is below 22 minutes. As a drawback, performing measurements on the serverless approach exhibits slightly higher, yet negligible for measurement platforms, response time than the virtual machine-based approach; about 13.37% longer with 20.3 ms of difference.en
dc.format.extent58 + 26
dc.format.mimetypeapplication/pdfen
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/116264
dc.identifier.urnURN:NBN:fi:aalto-202208285078
dc.language.isoenen
dc.programmeMaster’s Programme in Security and Cloud Computing (SECCLO)fi
dc.programme.majorSecurity and Cloud Computingfi
dc.programme.mcodeSCI3113fi
dc.subject.keywordpublic interneten
dc.subject.keywordnetwork measurementen
dc.subject.keywordcloud computingen
dc.subject.keywordserverlessen
dc.titleCloud-based Distributed Internet Measurement Platformen
dc.typeG2 Pro gradu, diplomityöfi
dc.type.ontasotMaster's thesisen
dc.type.ontasotDiplomityöfi
local.aalto.electroniconlyyes
local.aalto.openaccessyes
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