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I have a server in USA.My application is running on the server and for that i needs the timezone to be set IST in the server. How can i change the server time to IST? The application is running Windows 2012 server.
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SQL defers to the OS for knowing date, time and timezone. You can't set it within SQL Server.

source: http://www.sqlservercentral.com/Forums/Topic543254-149-1.aspx#bm543426[^]

Many useful information you'll find here: TimeZone Offsets With Sql Server[^].
 
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