After upgrading to Flex 4.1, I notice the compile speed dropped noticeably, finally, someone found out the cause and even shared a solution:

http://yerii.wordpress.com/2010/12/15/why-has-flex-sdk-4-x-x-become-sluggish-for-some-and-how-you-can-get-it-rolling-again/

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