If you were activating a huge plugin and found an error that says memory exhausted just add the following line of code to your wp-config.php file.
define('WP_MEMORY_LIMIT', '64M');
The above code will increase the memory limit to 64M, but you can change the value to whatever your hosting server is able to support.