EmpireDB is a proposed database architecture that integrates query language, execution pipelines, and storage with domain-specific approximation and constraint specification, but the supporting experiment only shows that tuning GNN layer counts raises training accuracy.
Altman, Roger Wattenhofer, and Kubilay Atasu
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EmpireDB: Data System to Accelerate Computational Sciences
EmpireDB is a proposed database architecture that integrates query language, execution pipelines, and storage with domain-specific approximation and constraint specification, but the supporting experiment only shows that tuning GNN layer counts raises training accuracy.