AI with learning abilities is a revolutionary technology which the communication industry is
exploring, with the aim of introducing it into communication networks and services. At this time there is no total
solution or complete framework to do so. One contender in the steps towards a solution is a FINE framework,
which can be illustrated by the example of an SDN/NFV collaboratively- deployed network.In recent years, with the development and maturation of such technologies as cloud computing, big data and deep learning, the industrialization of artificial intelligence (AI) has been developed accordingly. Since AlphaGo won the Go match against Lee Se-dol in 2016, AI has attracted more and more attention. AI technology has been introduced into a number of areas. As a revolutionary force, AI has been making great progress and realized many achievements in these areas.Communications is a sector with heavy ICT use, dealing with a variety of consumer demands on individualization requirements, multimedia services and precision management, leading to network security becoming more and more important. Since AI’s advantages in learning, understanding, reasoning and cooperating have become known, software-defined networks (SDN) and network functions virtualization (NFV) have appeared; technologies of deep packet inspection and business aware networks are almost in maturity, and the intellectualization of communication networks and services are becoming possible.Furthermore, operators have a keen interest in AI which may decrease capital expenditure (CAPEX) and operating expense (OPEX
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