Please use this identifier to cite or link to this item: https://doi.org/10.21256/zhaw-29559
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dc.contributor.authorSpillner, Josef-
dc.date.accessioned2024-01-12T14:04:44Z-
dc.date.available2024-01-12T14:04:44Z-
dc.date.issued2022-02-07-
dc.identifier.isbn9781450391634de_CH
dc.identifier.urihttps://digitalcollection.zhaw.ch/handle/11475/29559-
dc.description.abstractScalable application development is highly influenced by two major trends - serverless computing and continuum computing. These trends have had little intersection, as most application architectures, even when following a microservices or function-based approach, are built around rather monolithic Function-as-a-Service engines that do not span continuums. Functions are thus separated code-wise but not infrastructure-wise, as they continue to run on the same single platform they have been deployed to. Moreover, developing and deploying distributed applications remains non-trivial and is a hurdle for enhancing the capabilities of mobile and sensing domains. To overcome this limitation, the concept of self-balancing architectures is introduced in which liquid functions traverse cloud and edge/fog platforms in a continuum as needed, represented by the abstract notion of pressure relief valves based on resource capacities, function execution durations and optimisation preferences. With CoRFu, a reference implementation of a continuum-wide distributed Function-as-a-Service engine is introduced and combined with a dynamic function offloading framework. The implementation is validated with a sensor data inference and regression application.de_CH
dc.language.isoende_CH
dc.publisherACMde_CH
dc.rightsLicence according to publishing contractde_CH
dc.subjectServerless computingde_CH
dc.subjectContinuum computingde_CH
dc.subjectLiquid softwarede_CH
dc.subjectDeploymentde_CH
dc.subject.ddc004: Informatikde_CH
dc.titleSelf-balancing architectures based on liquid functions across computing continuumsde_CH
dc.typeKonferenz: Paperde_CH
dcterms.typeTextde_CH
zhaw.departementSchool of Engineeringde_CH
zhaw.organisationalunitInstitut für Informatik (InIT)de_CH
dc.identifier.doi10.1145/3492323.3495589de_CH
dc.identifier.doi10.21256/zhaw-29559-
zhaw.conference.details14th IEEE/ACM International Conference on Utility and Cloud Computing (UCC)/DML-ICC, Leicester, UK, 6-9 December 2021de_CH
zhaw.funding.euNode_CH
zhaw.originated.zhawYesde_CH
zhaw.publication.statusacceptedVersionde_CH
zhaw.publication.reviewPeer review (Publikation)de_CH
zhaw.title.proceedingsProceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companionde_CH
zhaw.webfeedService Engineeringde_CH
zhaw.author.additionalNode_CH
zhaw.display.portraitYesde_CH
zhaw.relation.referenceshttps://doi.org/10.5281/zenodo.5650815de_CH
Appears in collections:Publikationen School of Engineering

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Spillner, J. (2022, February 7). Self-balancing architectures based on liquid functions across computing continuums. Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion. https://doi.org/10.1145/3492323.3495589
Spillner, J. (2022) ‘Self-balancing architectures based on liquid functions across computing continuums’, in Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion. ACM. Available at: https://doi.org/10.1145/3492323.3495589.
J. Spillner, “Self-balancing architectures based on liquid functions across computing continuums,” in Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion, Feb. 2022. doi: 10.1145/3492323.3495589.
SPILLNER, Josef, 2022. Self-balancing architectures based on liquid functions across computing continuums. In: Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion. Conference paper. ACM. 7 Februar 2022. ISBN 9781450391634
Spillner, Josef. 2022. “Self-Balancing Architectures Based on Liquid Functions across Computing Continuums.” Conference paper. In Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion. ACM. https://doi.org/10.1145/3492323.3495589.
Spillner, Josef. “Self-Balancing Architectures Based on Liquid Functions across Computing Continuums.” Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion, ACM, 2022, https://doi.org/10.1145/3492323.3495589.


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