Boeschen, Nils ; Binnig, Carsten (2021)
GalOP: Towards a GPU-Accelerated OLTP DBMS.
SIGMOD/PODS '21: International Conference on Management of Data. virtual Conference (20.06.2021-25.06.2021)
doi: 10.1145/3465998.3466007
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
In this paper, we present GalOP - a GPU-accelerated main memory DBMS for OLTP. At the core GalOP is based on a novel deterministic concurrency scheme for GPUs which orders conflicting transactions before the execution on the GPU. In our initial evaluation, we show that GalOP can provide robust performance for high and low conflict scenarios and outperforms recent CPU-based schemes by up to 10x.
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2021 |
| Autor(en): | Boeschen, Nils ; Binnig, Carsten |
| Art des Eintrags: | Bibliographie |
| Titel: | GalOP: Towards a GPU-Accelerated OLTP DBMS |
| Sprache: | Englisch |
| Publikationsjahr: | 20 Juni 2021 |
| Verlag: | ACM |
| Buchtitel: | DAMON'21: Proceedings of the 17th International Workshop on Data Management on New Hardware |
| Veranstaltungstitel: | SIGMOD/PODS '21: International Conference on Management of Data |
| Veranstaltungsort: | virtual Conference |
| Veranstaltungsdatum: | 20.06.2021-25.06.2021 |
| DOI: | 10.1145/3465998.3466007 |
| Kurzbeschreibung (Abstract): | In this paper, we present GalOP - a GPU-accelerated main memory DBMS for OLTP. At the core GalOP is based on a novel deterministic concurrency scheme for GPUs which orders conflicting transactions before the execution on the GPU. In our initial evaluation, we show that GalOP can provide robust performance for high and low conflict scenarios and outperforms recent CPU-based schemes by up to 10x. |
| Freie Schlagworte: | dm |
| Zusätzliche Informationen: | Was hold within the 17th International Workshop on Data Management on New Hardware, part of the Conference |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Data Management (2022 umbenannt in Data and AI Systems) |
| Hinterlegungsdatum: | 10 Dez 2021 09:39 |
| Letzte Änderung: | 10 Dez 2021 09:39 |
| PPN: | |
| Export: | |
| Suche nach Titel in: | TUfind oder in Google |
 |
Frage zum Eintrag |
Optionen (nur für Redakteure)
 |
Redaktionelle Details anzeigen |
Drucken
Impressum