What parameters? This guide[1] only mentions two things in relation to number of files. The first is inode count, for which performance is binary. The other is files in a single directory, and it says that the default setting is fine for a million. There's no explanation for the performance jacquesm describes.
[1] https://access.redhat.com/documentation/en-US/Red_Hat_Enterp...