@inproceedings{3140756, title = "Technological Enablers for Self-manageable Future Internet Elements", author = "Raptis, Tilemachos and Polychronopoulos, Costas and Kousaridas, and Apostolis and Spapis, Panagiotis and Gazis, Vangelis and Alonistioti, and Nancy and Chochliouros, Ioannis", year = "2009", pages = "499+", publisher = "IEEE Comput. Soc", booktitle = "2009 COMPUTATION WORLD: FUTURE COMPUTING, SERVICE COMPUTATION, COGNITIVE, ADAPTIVE, CONTENT, PATTERNS", doi = "10.1109/ComputationWorld.2009.34", keywords = "Future Internet; self-organization; monitoring; decision-making; machine learning", abstract = "In its 5(th) decade, the Internet’s future evolution is hampered by the increasing complexity and sophistication of the processes managing its infrastructure. Management costs require a technically skilled human intellect, amounting to a substantial part of total cost of ownership. Self-management is positioned as a key capacity towards a scalable Future Internet architecture. Herein we present key technological enablers for self-manageable Future Internet systems, namely monitoring, decision-making and machine learning. We survey the state-of-the-art in network management aspects of these thematic areas and present a use case where their synergetic capacities render solutions to a known transport problem in wireless settings. Finally, we conclude the paper with a discussion of important issues for these technological enablers in the context of Future Internet." }