WordPress admin never finishes saving page on site with large page count

Have you tried optimizing and repairing the table in your MySQL database you are running WordPress on?

Your can manually do this with phpmyadmin:
http://support.hostgator.com/articles/specialized-help/technical/how-to-optimize-a-mysql-database-using-phpmyadmin

Or you can install a WordPress plugin such as WP Database Optimizer and set a regular optimization schedule:
http://wordpress.org/extend/plugins/wp-database-optimizer/

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