Matches in Ruben’s data for { <https://ruben.verborgh.org/publications/eschauzier_eswc_2023/#publication> ?p ?o }
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- publication author me.
- publication author ruben_eschauzier.
- publication author meike_morren.
- publication author me.
- publication creator me.
- publication creator ruben_eschauzier.
- publication creator meike_morren.
- publication creator me.
- publication about reuse.
- publication about SPARQL.
- publication about Research.
- publication about RDF.
- publication author me.
- publication author ruben_eschauzier.
- publication author meike_morren.
- publication author me.
- publication coparticipatesWith me.
- publication coparticipatesWith ruben_eschauzier.
- publication coparticipatesWith meike_morren.
- publication coparticipatesWith me.
- publication type ScholarlyArticle.
- publication type Article.
- publication type Document.
- publication type Q386724.
- publication type CreativeWork.
- publication type Document.
- publication type Work.
- publication type Document.
- publication P50 me.
- publication P50 ruben_eschauzier.
- publication P50 meike_morren.
- publication P50 me.
- publication maker me.
- publication maker ruben_eschauzier.
- publication maker meike_morren.
- publication maker me.
- publication title "Reinforcement Learning-based SPARQL Join Ordering Optimizer".
- publication isPartOf proceedings_of_the_20th_extended_semantic_web_conference.
- publication name "Reinforcement Learning-based SPARQL Join Ordering Optimizer".
- publication label "Reinforcement Learning-based SPARQL Join Ordering Optimizer".
- publication name "Reinforcement Learning-based SPARQL Join Ordering Optimizer".
- publication topic reuse.
- publication topic SPARQL.
- publication topic Research.
- publication topic RDF.
- publication subject reuse.
- publication subject SPARQL.
- publication subject Research.
- publication subject RDF.
- publication authorList b0_b1837.
- publication topic reuse.
- publication topic SPARQL.
- publication topic Research.
- publication topic RDF.
- publication abstract "In recent years, relational databases successfully leverage reinforcement learning to optimize query plans. For graph databases and RDF quad stores, such research has been limited, so there is a need to understand the impact of reinforcement learning techniques. We explore a reinforcement learning-based join plan optimizer that we design specifically for optimizing join plans during SPARQL query planning. This paper presents key aspects of this method and highlights open research problems. We argue that while we can reuse aspects of relational database optimization, SPARQL query optimization presents unique challenges not encountered in relational databases. Nevertheless, initial benchmarks show promising results that warrant further exploration.".
- publication datePublished "2023".
- publication mainEntityOfPage eschauzier_eswc_2023.
- publication sameAs publication.
- publication isPrimaryTopicOf eschauzier_eswc_2023.
- publication page eschauzier_eswc_2023.