Learned Data Systems ⁹

2024

Paper Reading: CatSQL: Towards Real World Natural Language to SQL Applications [VLDB 23] 04-14

Paper Reading: The Case for a Learned Sorting Algorithm [SIGMOD 2020] 04-12

Paper Reading: An Inquiry Into Machine Learning-Based Automatic Configuration Tuning Services on Real-World Database Management Systems 04-07

Paper Reading: MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems 04-05

Paper Reading: Bao: Making Learned Query Optimization Practical [SIGMOD 21] 03-17

Paper Reading: Zero-Shot Cost Models for Out-of-the-Box Learned Cost Prediction [VLDB 2022] 03-16

Paper Reading: Spade Synthesizing Assertions for Large Language Model Pipelines 03-01

Paper Reading: SEED Domain-Specific Data Curation With Large Language Models 03-01

Paper Reading: DB-BERT: A Database Tuning Tool That “Reads the Manual” 02-04