You could set up custom logs in your httpd-vhosts.conf
depending on the HTTP_HOST
variable – if your server is an Apache and you use subdomains for each single site.
For sub directories (not tested):
SetEnvIf Request_URI ^sitename1 sitename1
SetEnvIf Request_URI ^sitename2 sitename2
CustomLog sitename1.log common env=sitename1
CustomLog sitename1sitename2.log common env=sitename2
not tested