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Hautz, Mika und Ristov, Sashko und Felderer, Michael (2023) Characterizing AFCL Serverless Scientific Workflows in Federated FaaS. In: WoSC 2023 - Proceedings of the 2023 9th International Workshop on Serverless, Part of: Middleware 2023, Seiten 24-29. 9th International Workshop on Serverless Computing, 2023-12-11 - 2023-12-15, Bologna, Italien. doi: 10.1145/3631295.3631397. ISBN 979-840070455-0.
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Offizielle URL: https://dx.doi.org/10.1145/3631295.3631397
Kurzfassung
This paper introduces several, publicly available, serverless scientific workflows Montage, BWA, and Monte Carlo developed at a high level of abstraction using the Abstract Function Choreography Language (AFCL). Any individual function can run across federated FaaS comprising cloud regions of AWS and GCP. We present the support for composition with AFCL and execution with the xAFCL serverless workflow management system. For each AFCL workflow, we present implementation details, networking, and complexity. The evaluation of the presented serverless workflows shows that workflow functions download ephemeral data and run computation faster on AWS than on GCP. However, functions on GCP upload faster on the collocated storage.
| elib-URL des Eintrags: | https://elib.dlr.de/201694/ | ||||||||||||||||
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| Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||||||
| Titel: | Characterizing AFCL Serverless Scientific Workflows in Federated FaaS | ||||||||||||||||
| Autoren: |
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| Datum: | 2023 | ||||||||||||||||
| Erschienen in: | WoSC 2023 - Proceedings of the 2023 9th International Workshop on Serverless, Part of: Middleware 2023 | ||||||||||||||||
| Referierte Publikation: | Ja | ||||||||||||||||
| Open Access: | Ja | ||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||
| In SCOPUS: | Ja | ||||||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||||||
| DOI: | 10.1145/3631295.3631397 | ||||||||||||||||
| Seitenbereich: | Seiten 24-29 | ||||||||||||||||
| ISBN: | 979-840070455-0 | ||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||
| Stichwörter: | Serverless Computing Scientific Workflows Function-as-a-Service Federation Abstract Function Choreography Language | ||||||||||||||||
| Veranstaltungstitel: | 9th International Workshop on Serverless Computing | ||||||||||||||||
| Veranstaltungsort: | Bologna, Italien | ||||||||||||||||
| Veranstaltungsart: | internationale Konferenz | ||||||||||||||||
| Veranstaltungsbeginn: | 11 Dezember 2023 | ||||||||||||||||
| Veranstaltungsende: | 15 Dezember 2023 | ||||||||||||||||
| HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||
| HGF - Programm: | Raumfahrt | ||||||||||||||||
| HGF - Programmthema: | Kommunikation, Navigation, Quantentechnologien | ||||||||||||||||
| DLR - Schwerpunkt: | Raumfahrt | ||||||||||||||||
| DLR - Forschungsgebiet: | R KNQ - Kommunikation, Navigation, Quantentechnologie | ||||||||||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | R - Performance Monitoring, R - Software Engineering und Qualitätssicherung (SeQu), D - keine Zuordnung | ||||||||||||||||
| Standort: | Köln-Porz | ||||||||||||||||
| Institute & Einrichtungen: | Institut für Softwaretechnologie | ||||||||||||||||
| Hinterlegt von: | Felderer, Michael | ||||||||||||||||
| Hinterlegt am: | 11 Jan 2024 12:48 | ||||||||||||||||
| Letzte Änderung: | 24 Apr 2024 21:02 |
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