HTTP compression is not supported on Windows Azure websites. Since this is a very common request from Windows Azure websites, the Azure Websites team is aware of this and is working on it. If HTTP compression MUST be for your application, I would say that Azure Web Role is your best option.
Avkashchauhan
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