Panel
in
Workshop: Databases and AI (DBAI)
AI workloads inside databases
Guy Van den Broeck · Alexander Ratner · Benjamin Moseley · Konstantinos Karanasos · Parisa Kordjamshidi · Molham Aref · Arun Kumar
Abstract:
In this panel we will discuss the following topics
- How close is the industry to creating AI native databases?
- How fast is research progressing in the field of bringing AI and databases close
- SQL is the most popular language in databases and pytorch/tensorflow are very popular in AI. Can they converge or we need a new language?
- Can existing databases be modified to host AI algorithms or we need to work from scratch?
- From a systems perspective is the GPU adoption of databases an opportunity to implement AI algorithms
- AI models are approaching the ~1TB and they contain Trillions of parameters. Are databaases ready to host/manage these type of models?