All projects LLM serving
TranSQL / Database-as-Runtime
TranSQL serves large language models with relational queries — compiling model inference to SQL so that LLMs can run inside a database engine, even on low-resource hardware.
Related publications
- Database is All You Need: Serving LLMs with Relational Queries · EDBT 2025
- TranSQL+: Serving Large Language Models with SQL on Low-Resource Hardware · SIGMOD 2025
- Amalur: The Convergence of Data Integration and Machine Learning · IEEE TKDE 2024
- Model Selection with Model Zoo via Graph Learning · ICDE 2024