Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model.
Steve KommruschThéo BarolletLouis-Noël PouchetPublished in: CoRR (2020)
Keyphrases
- neural model
- rewrite rules
- rewriting rules
- graph transformation
- neural network
- graph structure
- weighted graph
- graph mining
- recurrent neural networks
- graph model
- graph databases
- directed graph
- transformation rules
- control scheme
- sql queries
- multi layer perceptron
- consistency constraints
- graph data
- query optimization
- artificial neural networks
- real time
- graph patterns
- execution plan
- machine learning