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I want to implement my own cloud and one of my friend told me that this can be done very easily on Ubuntu using Eucalyptus. Can anyone tell me how?

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According to Wikipedia, Eucalyptus is an infrastructure to provide cloud services with a computer cluster. That means that Eucalyptus is a quite large and complex system that is meant to be run on a cluster of several or many computers. An Eucalyptus installation is comprised of (at least) 5 or 6 different components, like a cluster controller, a storage controller, a node controller and so forth. It is recommended that each of this component is run on its own machine.

From the impression I get of your plans, Eucalyptus might be way to large for what you want to do. You maybe want to look into ownCloud instead.