Distributed Evaluation of Graph Queries Using Recursive Relational Algebra
Sarah Chlyah, Pierre Genevès, Nabil Layaïda
Abstract
We present a method and its implementation Distµ-RA for the optimized distributed evaluation of recursive relational algebraic terms. This method provides a systematic parallelisation technique by means of fixpoint splitting, plan generation and selection. The goal is to offer expressivity for high-level queries while providing efficiency and reducing communication costs. Experimental results on both real and synthetic graphs show the effectiveness of the proposed approach compared to existing systems.
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- On the Optimization of Recursive Relational Queries: Application to Graph QueriesLouis Jachiet, Pierre Genevès, Nils Gesbert, Nabil LayaïdaSIGMOD 2020 · 31 citations
- Banyan: A Scoped Dataflow Engine for Graph Query ServiceLi Su, Xiaoming Qin, Zichao Zhang, Rui Yang et al.VLDB 2022 · 10 citations
- Optimizing Recursive Queries with Progam SynthesisYisu Remy Wang, Mahmoud Abo Khamis, Hung Q. Ngo, Reinhard Pichler et al.SIGMOD 2022 · 9 citations
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