SOA and Cloud computing are different things. SOA is an approach to automating integrating business functions while Cloud computing is mostly about infrastructure. The concepts can overlap in certain circles but they are complementary in most cases.
For example of both see this solution that applies Mule SOA in the amazon cloud:
http://grandlogic.blogspot.com/2010_10_01_archive.html
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