In my not-so-humble opinion, putting your client-server app on an AWS or Azure VM is no more "Cloud" solution than running DynamoDB and telling people you've got "Big Data".
To me, real Cloud and real Big Data start with using scalable PaaS OS, like Azure or AWS. If you got no PaaS, don't talk cloud and big data.
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