2 papers
cs.DB2026
Kalypso: Relational LLM Serving
Hojae Son, Md Ashraful Islam, Huy Gia Cao +2
Large language models are increasingly used as semantic operators for filtering, extracting, ranking, joining, and transforming unstructured data. Existing semantic query processin…
cs.LG2024
Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch
Saurabh Bajaj, Hojae Son, Juelin Liu +2
Graph Neural Networks (GNNs) have gained significant attention in recent years due to their ability to learn representations of graph-structured data. Two common methods for traini…