I wanted to know if an Odata service can be hosted as a windows service?
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It is definitely possible. The question is what server technology you want to use. If you want to use WCF Data Services, then it supports custom hosting. See this description to start with: http://msdn.microsoft.com/en-us/library/cc668805.aspx