It depends what you're doing. I haven't looked in a while, but last time I did the idea behind MapD was to produce interactive visualisations over lots of data.

It depends what you're doing. I haven't looked in a while, but last time I did the idea behind MapD was to produce interactive visualisations over lots of data. That can certainly get pretty computationally expensive.