I want to know the size limit of data which can be fetched in case of HTTP/Webservice/RO.
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Any file size limits are not flex specific, but instead relate to the protocols in question - which (AFAIK), there are none.
However, it's worth noting that if you send a particularly large packet size to the client, you will notice that the UI freezes while the packet is deserialized into memory within the client.

Marty Pitt
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I haven't tested large responses, but there are limits with sending large requests. At least with RemoteObject, the entire object must be loaded into memory so loading 2gigs would get an OutOfMemoryError
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Jacob Eggers
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Thanks you so much sharing your experience @Jacob Eggers :) – Kishor Kumar Jul 01 '11 at 06:36