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The current Internet, while successful in many aspects, has a set of associated architectural and business problems that threaten its stability and inhibit new advances, such as seamlessly supporting Ubiquitous Computing applications. This paper proposes a set of autonomic mechanisms that can manage the Future Internet. The context-aware governance features of this approach are particularly suitable for also enabling Ubiquitous Computing applications.