Distributed Evaluation of Graph Queries using Recursive Relational Algebra

Fuente: arXiv
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Autores principales: Chlyah, Sarah, Genevès, Pierre, Layaïda, Nabil
Formato: Preprint
Publicado: 2021
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author Chlyah, Sarah
Genevès, Pierre
Layaïda, Nabil
author_facet Chlyah, Sarah
Genevès, Pierre
Layaïda, Nabil
contents We present a system called Dist-$μ$-RA for the distributed evaluation of recursive graph queries. Dist-$μ$-RA builds on the recursive relational algebra and extends it with evaluation plans suited for the distributed setting. The goal is to offer expressivity for high-level queries while providing efficiency at scale and reducing communication costs. Experimental results on both real and synthetic graphs show the effectiveness of the proposed approach compared to existing systems.
format Preprint
id arxiv_https___arxiv_org_abs_2111_12487
institution arXiv
publishDate 2021
record_format arxiv
spellingShingle Distributed Evaluation of Graph Queries using Recursive Relational Algebra
Chlyah, Sarah
Genevès, Pierre
Layaïda, Nabil
Databases
We present a system called Dist-$μ$-RA for the distributed evaluation of recursive graph queries. Dist-$μ$-RA builds on the recursive relational algebra and extends it with evaluation plans suited for the distributed setting. The goal is to offer expressivity for high-level queries while providing efficiency at scale and reducing communication costs. Experimental results on both real and synthetic graphs show the effectiveness of the proposed approach compared to existing systems.
title Distributed Evaluation of Graph Queries using Recursive Relational Algebra
topic Databases
url https://arxiv.org/abs/2111.12487