Emerging AI techniques for network management

@inproceedings{citeulike:1449682, abstract = {The next generation of telecommunications networks-the giant gigabit networks-will require the present management systems to undergo some radical changes. In these networks, the link speeds will move up to gigabits per second and traffic control will become extremely difficult. Moreover, these networks will contain a very large number of physical and logical elements, all these elements will need to be managed and this may rapidly lead to an information explosion. As a consequence, many traditional control and management techniques will no longer be appropriate. Other approaches such as artificial intelligence (AI) have to be considered. This paper concentrates on this issue and highlights the necessity for the use of AI in the management of broadband networks}, author = {Muller, C. and Veitch, P. and Magill, E. H. and Smith, D. G. }, citeulike-article-id = {1449682}, journal = {Global Telecommunications Conference, 1995. GLOBECOM '95., IEEE}, pages = {116--120 vol.1}, posted-at = {2007-07-11 18:18:32}, priority = {2}, title = {Emerging AI techniques for network management}, url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=500281}, volume = {1}, year = {1995} }

TY - CONF ID - citeulike:1449682 L3 - citeulike-article-id:1449682 TI - Emerging AI techniques for network management JF - Global Telecommunications Conference, 1995. GLOBECOM '95., IEEE VL - 1 SP - 116 EP - 120 vol.1 N2 - The next generation of telecommunications networks-the giant gigabit networks-will require the present management systems to undergo some radical changes. In these networks, the link speeds will move up to gigabits per second and traffic control will become extremely difficult. Moreover, these networks will contain a very large number of physical and logical elements, all these elements will need to be managed and this may rapidly lead to an information explosion. As a consequence, many traditional control and management techniques will no longer be appropriate. Other approaches such as artificial intelligence (AI) have to be considered. This paper concentrates on this issue and highlights the necessity for the use of AI in the management of broadband networks AU - Muller, C AU - Veitch, P AU - Magill, EH AU - Smith, DG PY - 1995/// UR - http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=500281 ER -