I see no compelling reason to implement a multidimensional time series for multiple files as a component of any backend API that consumes user (defined) data.
In what circumstance could that be profitable? Even if you batched data, any number of concurrent users would gobble resources at an incredible rate.
In what circumstance could that be profitable? Even if you batched data, any number of concurrent users would gobble resources at an incredible rate.