Depending upon your Server Hardware specs, optimizing your current setup may get you better results.

For example, in the Server 'php.ini' file the following should be used:

[MySQL]
; Allow or prevent persistent links.
mysql.allow_persistent = OFF

That will help to prevent the situation as described by DrByte; which is also known as an "Orphan process".