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

2021 Panel
in
Workshop: Databases and AI (DBAI)

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?

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