In the $SPLUNKHOME/etc/system/default directory , there is a file called times "times.conf"
You could create your own customized "times.conf" file and place it in $SPLUNKHOME/etc/system/local directory , or for changes specific to a particular app the $SPLUNKHOME/etc/$APPNAME/local directory
Another thread has some good info also :