Preprint Open access
QCATS: Query Context-Aware Transformer Slicing for Efficient Predictive Query Processing
In-database predictive query processing increasingly applies Transformer-based models within relational pipelines. However, existing in-database inference typically exposes only tuple-level model inputs to the inference runtime, leaving relational predicates and metadata statistics invisible to neural execution plannin …