Parallel processing of time series

I have a time series of CFD data exported in Ensight gold format (~5000 snapshots), with each snapshot containing two blocks. What I want to do is simply to plot over time variables on some points on one of the blocks. However, this filter can take a long time to travel through all the snapshots. I know that Paraview is quite good at parallelising in space, but I was wondering if there was a way to have different ranks of pvserver dealing with different “time subsets” rather than space or if you had any other recommendations to speed up this process.