Ryan Marcus, assistant professor at the University of Pennsylvania. Using machine learning to build the next generation of data systems.

      
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Teaching and advising

The three pillars of machine programming. Invention, intention, and adaptation.

Our group’s research focus is on the implementation (as opposed to applications) of data systems. Broadly, our group works on machine programming for data systems, investigating how to build data systems that automatically adapt to new hardware and user workloads, invent novel processing strategies, and understand user intention.