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Aggregate-based Training Phase for ML-based Cardinality Estimation 

BTW 2021 Woltmann, Lucas; Hartmann, Claudio; Habich, Dirk; Lehner, Wolfgang
Cardinality estimation is a fundamental task in database query processing and optimization. As shown in recent papers, machine learning (ML)-based approaches may deliver more accurate cardinality estimations than traditional approaches. However, a lot of training queries have to be executed during the model training phase ...

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Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.

 

 

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Author

Habich, Dirk (1)
Hartmann, Claudio (1)Lehner, Wolfgang (1)Woltmann, Lucas (1)

Subject

cardinality estimation (1)
database support (1)machine learning (1)pre-aggregation (1)... View More

Date Issued

2021 (1)

Has File(s)

Yes (1)

About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.