[ML⇄DB 2023] Alibaba: Domain Knowledge Augmented AI for Databases (Jian Tan)

Speaker:

Jian Tan

System:

Alibaba

Video:

YouTube

One goal of applying AI for databases is to make the systems easier to use, e.g., natural language to SQL conversion (NL2SQL), and more efficient to operate, e.g., DevOps root cause analysis (RCA). Although scaling up general models and datasets with less hand engineering have achieved unprecedented successes in various applications, we argue that utilizing domain knowledge to augment AI... Read More