Although I have my fair share of hesitance at worshiping cloud services, the fact that a service is "cloud" has nothing to do with the quality of its architecture. You can make a crucial architecture mistake designing a fleet of dedicated PHP servers talking to a MySQL cluster just as easily as you can building atop some cloud service.