Microsoft has published a poster which summarize all Windows Azure services currently available.
It provides a short service description for each service by category: app services, data services, compute, networking, and store. Depicts common uses including Cloud Services, Virtual Machines, Web Sites, Mobile Services, and Media Services.
http://www.microsoft.com/en-us/download/details.aspx?id=35473