Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time

Doris Xin, Devin Petersohn, Dixin Tang +5

We propose opportunistic evaluation, a framework for accelerating interactions with dataframes. Interactive latency is critical for iterative, human-in-the-loop dataframe workloads…