An evaluation of open source serverless computing frameworks

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dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.author Mohanty, Sunil Kumar
dc.contributor.author Premsankar, Gopika
dc.contributor.author Di Francesco, Mario
dc.date.accessioned 2019-02-25T08:46:43Z
dc.date.available 2019-02-25T08:46:43Z
dc.date.issued 2018-12-26
dc.identifier.citation Mohanty , S K , Premsankar , G & Di Francesco , M 2018 , An evaluation of open source serverless computing frameworks . in Proceedings - IEEE 10th International Conference on Cloud Computing Technology and Science, CloudCom 2018 . , 8591002 , IEEE , pp. 115-120 , IEEE International Conference on Cloud Computing Technology and Science , Nicosia , Cyprus , 10/12/2018 . https://doi.org/10.1109/CloudCom2018.2018.00033 en
dc.identifier.isbn 9781538678992
dc.identifier.other PURE UUID: 5f2bdb87-ab28-4560-90ac-a73c7908afdf
dc.identifier.other PURE ITEMURL: https://research.aalto.fi/en/publications/an-evaluation-of-open-source-serverless-computing-frameworks(5f2bdb87-ab28-4560-90ac-a73c7908afdf).html
dc.identifier.other PURE LINK: https://users.aalto.fi/~premsag1/docs/mohanty2018serverless.pdf
dc.identifier.other PURE FILEURL: https://research.aalto.fi/files/30436087/mohanty2018serverless.pdf
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/36760
dc.description.abstract Recent advancements in virtualization and software architecture have led to the new paradigm of serverless computing, which allows developers to deploy applications as stateless functions without worrying about the underlying infrastructure. Accordingly, a serverless platform handles the lifecycle, execution and scaling of the actual functions; these need to run only when invoked or triggered by an event. Thus, the major benefits of serverless computing are low operational concerns and efficient resource management and utilization. Serverless computing is currently offered by several public cloud service providers. However, there are certain limitations on the public cloud platforms, such as vendor lock-in and restrictions on the computation of the functions. Open source serverless frameworks are a promising solution to avoid these limitations and bring the power of serverless computing to on-premise deployments. However, these frameworks have not been evaluated before. Thus, we carry out a comprehensive feature comparison of popular open source serverless computing frameworks. We then evaluate the performance of selected frameworks: Fission, Kubeless and OpenFaaS. Specifically, we characterize the response time and ratio of successfully received responses under different loads and provide insights into the design choices of each framework. en
dc.format.extent 6
dc.format.extent 115-120
dc.format.mimetype application/pdf
dc.language.iso en en
dc.relation.ispartof IEEE International Conference on Cloud Computing Technology and Science en
dc.relation.ispartofseries Proceedings - IEEE 10th International Conference on Cloud Computing Technology and Science, CloudCom 2018 en
dc.rights openAccess en
dc.subject.other 113 Computer and information sciences en
dc.title An evaluation of open source serverless computing frameworks en
dc.type A4 Artikkeli konferenssijulkaisussa fi
dc.description.version Peer reviewed en
dc.contributor.department Aalto University
dc.contributor.department Professorship Di Francesco M.
dc.contributor.department Department of Computer Science en
dc.subject.keyword serverless computing
dc.subject.keyword function-as-a-service
dc.subject.keyword Fission
dc.subject.keyword Kubeless
dc.subject.keyword Openfaas
dc.subject.keyword Performance evaluation
dc.subject.keyword 113 Computer and information sciences
dc.identifier.urn URN:NBN:fi:aalto-201902251917
dc.identifier.doi 10.1109/CloudCom2018.2018.00033
dc.type.version acceptedVersion


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