I recently had the same problem.  I'm not an expert but will suggest that you
concatenate your files into a smaller number of larger files.  E.g. in Linux
cat <files> >> a_larger_file.  This helped greatly.  

Likely others better qualified will weigh in on this later but that's
something to get you started.

D



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