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@mrdenny is calling you no such thing. Windows Azure SQL Database is a shared resource, multi-tenant database service. You are provided with a connection string and full access to the database(s) that you provision, along with server- and database-level firewall settings, and the service takes care of everything else. Hence... no reason you'd need to restart the server (which equates to multiple physical servers: You don't have physical access to the servers directly.
The issue was installation of vs2012 side by side with vs2010 on win7. My unit tests were failing because of a communication issue caused by this setup. It really had nothing to do with SQL Azure
Unless attempts to execute queries do not respond and do not time out. I'm sitting with a db that backs a website, attempts to update tables in the db with SSMS and with the web-based portal are spinning and spinning and not accomplishing anything. with on-prem I'd boot the sql instance and, failing that, re-boot the server and go about my day. Long-time azure user and this is a first.
And to follow up with resolution - closing down SSMS released enough /whatevers\ resources to return to operational state. SELECT statements worked fine - UPDATE statements locked the session when executed via CLI, while website-based UPDATE statements executed correctly.