I just received an email from Microsoft that informs me that PHP support for version 5.3 will be turned off as of January 31, 2015. All Azure Web Sites will now only support the upgraded 5.4 version of PHP.
For those of you using PHP to run your web site, check for 5.4 compatibility before the end of the month!