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Current Internet has confronted quite a few problems in terms of network security, scalability, performance, etc., mainly due to the rapid increase of the number of end-users and various new service demands. Therefore, revolutionary Future Internet researches come up with resolving the fundamental weakness of Internet. The importance of Future Internet testbed is also growing faster for researchers to experiment and verify newly proposed Future Internet technologies on the experimental networks. Furthermore, the federation and management of distributed Future Internet testbeds is required to support reliable end-to-end researches over inter-domain networks, countries, and even continents. In this paper, we introduce the design and experiment of federated network operations and management system over global Future Internet testbeds based on DvNOC (Distributed Virtual Network Operations Center) and GMOC (GENI Meta Operations Center). We also take several considerations into account for more reliable and scalable federated network operations on Future Internet.