Logo des Repositoriums
 
Textdokument

Fast CSV Loading Using GPUs and RDMA for In-Memory Data Processing

Lade...
Vorschaubild

Volltext URI

Dokumententyp

Zusatzinformation

Datum

2021

Zeitschriftentitel

ISSN der Zeitschrift

Bandtitel

Quelle

Verlag

Gesellschaft für Informatik, Bonn

Zusammenfassung

Comma-separated values (CSV) is a widely-used format for data exchange. Due to the format's prevalence, virtually all industrial-strength database systems and stream processing frameworks support importing CSV input. However, loading CSV input close to the speed of I/O hardware is challenging. Modern I/O devices such as InfiniBand NICs and NVMe SSDs are capable of sustaining high transfer rates of 100 Gbit/s and higher. At the same time

Beschreibung

Kumaigorodski, Alexander; Lutz, Clemens; Markl, Volker (2021): Fast CSV Loading Using GPUs and RDMA for In-Memory Data Processing. BTW 2021. DOI: 10.18420/btw2021-01. Gesellschaft für Informatik, Bonn. PISSN: 1617-5468. ISBN: 978-3-88579-705-0. pp. 19-38. Database Technology. Dresden. 13.-17. September 2021

Zitierform

Tags