Thostrup, Lasse ; Skrzypczak, Jan ; Jasny, Matthias ; Ziegler, Tobias ; Binnig, Carsten (2022)
DFI: The Data Flow Interface for High-Speed Networks.
In: ACM SIGMOD Record, 51 (1)
doi: 10.1145/3542700.3542705
Artikel, 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: | Artikel |
|---|---|
| Erschienen: | 2022 |
| 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: | 1 Juni 2022 |
| Verlag: | ACM |
| Titel der Zeitschrift, Zeitung oder Schriftenreihe: | ACM SIGMOD Record |
| Jahrgang/Volume einer Zeitschrift: | 51 |
| (Heft-)Nummer: | 1 |
| DOI: | 10.1145/3542700.3542705 |
| 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. |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > 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 |
| Hinterlegungsdatum: | 03 Mai 2023 11:17 |
| Letzte Änderung: | 26 Jul 2023 14:08 |
| PPN: | 509944574 |
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