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Big data - Concept and application for telecommunications                       5


                                                      Appendix I


                                     The concept of close-loop bDDN-ADN-NI
                            (This appendix does not form an integral part of this Recommendation.)


            As the Internet becomes ubiquitous in its role as a social infrastructure, various Internet applications have
            emerged, and the complexity of traffic carried over the telecommunication networks continues to increase.
            One of the reason for a low quality of experience and low network efficiency lies in diverse and uncertain
            Internet applications being transported by a unique and rigid IP network. The diversity of service models
            requires that the network models dynamically match the service models on demand. Firstly, it requires the
            network and application to be aware of the status of each other. For the awareness problem, deep packet
            inspection is one of the key technologies which can enable the network to be aware of the application status.
            While the big data capability is one of the key technologies which can enable the application to be aware of
            the  network  status.  This  is  the  concept  of  big-data-driven  networking.  Secondly,  it  is  required  that  the
            network  can  be  programmed  by  the  application  flexibly.  Dynamic  programmability  is  one  of  the  key
            technologies that enables the application to program the network flexibly; this is the concept of application-
            driven networking (ADN).

























                                     Figure I.1 – The concept of close-loop bDDN-ADN-NI


            The concept of close-loop big-data-driven networking (bDDN) is illustrated as Figure I.1. We can obtain large
            amounts of traffic data based on deep packet inspection and operation data from the telecommunication
            network  management  or  operation  entity.  Based  on  big  data  capabilities  we  can  use  the  knowledge
            discovered by big data analysis to service the applications (e.g., network management, resource) to program
            the network to improve network and traffic efficiency.





















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