Love at First Sight: MonetDB/TensorFlow

Authors
Publication date 2018
Book title IEEE 34th International Conference on Data Engineering
Book subtitle ICDE 2018 : proceedings : 16-19 April 2018, Paris, France
ISBN
  • 9781538655207
ISBN (electronic)
  • 9781538655214
Event IEEE 34th International Conference on Data Engineering
Pages (from-to) 1672
Number of pages 1
Publisher Los Alamitos, CA: IEEE Computer Society
Organisations
  • Faculty of Science (FNWI) - Informatics Institute (IVI)
Abstract This talk first shows how an in-database machine learning system has been realised by a seamless integration of MonetDB (an open-source analytical columnar DBMS) and TensorFlow (an open-source machine learning library). Then we show with an example application of entity linking using neural embeddings the potential of this integration.
Document type Conference contribution
Language English
Published at https://doi.org/10.1109/ICDE.2018.00208
Other links https://ivi.fnwi.uva.nl/isis/publications/2018/ZhangICDE2018
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