Thostrup, Lasse ; Skrzypczak, Jan ; Jasny, Matthias ; Ziegler, Tobias ; Binnig, Carsten (2021)
DFI: The Data Flow Interface for High-Speed Networks.
SIGMOD/PODS '21: International Conference on Management of Data. virtual Conference (20.-25.06.2021)
doi: 10.1145/3448016.3452816
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
In this paper, we propose the Data Flow Interface (DFI) as a way to make it easier for data processing systems to exploit high-speed networks without the need to deal with the complexity of RDMA. By lifting the level of abstraction, DFI factors out much of the complexity of network communication and makes it easier for developers to declaratively express how data should be efficiently routed to accomplish a given distributed data processing task. As we show in our experiments, DFI is able to support a wide variety of data-centric applications with high performance at a low complexity for the applications.
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2021 |
| Autor(en): | Thostrup, Lasse ; Skrzypczak, Jan ; Jasny, Matthias ; Ziegler, Tobias ; Binnig, Carsten |
| Art des Eintrags: | Bibliographie |
| Titel: | DFI: The Data Flow Interface for High-Speed Networks |
| Sprache: | Englisch |
| Publikationsjahr: | 9 Juni 2021 |
| Verlag: | ACM |
| Buchtitel: | SIGMOD/PODS '21: Proceedings of the 2021 International Conference on Management of Data |
| Veranstaltungstitel: | SIGMOD/PODS '21: International Conference on Management of Data |
| Veranstaltungsort: | virtual Conference |
| Veranstaltungsdatum: | 20.-25.06.2021 |
| DOI: | 10.1145/3448016.3452816 |
| Kurzbeschreibung (Abstract): | In this paper, we propose the Data Flow Interface (DFI) as a way to make it easier for data processing systems to exploit high-speed networks without the need to deal with the complexity of RDMA. By lifting the level of abstraction, DFI factors out much of the complexity of network communication and makes it easier for developers to declaratively express how data should be efficiently routed to accomplish a given distributed data processing task. As we show in our experiments, DFI is able to support a wide variety of data-centric applications with high performance at a low complexity for the applications. |
| Freie Schlagworte: | dm, dm_maki, dm_funding_521-15350 |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Data and AI Systems 20 Fachbereich Informatik > Data Management (2022 umbenannt in Data and AI Systems) DFG-Sonderforschungsbereiche (inkl. Transregio) DFG-Sonderforschungsbereiche (inkl. Transregio) > Sonderforschungsbereiche DFG-Sonderforschungsbereiche (inkl. Transregio) > Sonderforschungsbereiche > SFB 1053: MAKI – Multi-Mechanismen-Adaption für das künftige Internet DFG-Sonderforschungsbereiche (inkl. Transregio) > Sonderforschungsbereiche > SFB 1053: MAKI – Multi-Mechanismen-Adaption für das künftige Internet > D: Technologie DFG-Sonderforschungsbereiche (inkl. Transregio) > Sonderforschungsbereiche > SFB 1053: MAKI – Multi-Mechanismen-Adaption für das künftige Internet > D: Technologie > Teilprojekt D2: Data-Center-Technologie |
| TU-Projekte: | DFG|SFB1053|SFB1053 TPZ Steinmet |
| Hinterlegungsdatum: | 13 Jul 2021 08:38 |
| Letzte Änderung: | 24 Apr 2023 13:49 |
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