Ambiente De Gerência Autônoma De Redes Para A Qualidade De Serviço
Creators: name: Bezerra, Romildo
name: Martins, Joberto S. B.
Publisher: name: Zenodo
Year: 2017
Subjects: Autonomy
Quality of Service
Artificial Neural Networks
Network Management

description: The need to keep assured quality of service levels in complex networks is a challenging process in network management area. In such a scenario, it becomes important to identify and specify a network management structure focusing on autonomous network administration that, by definition, will reduce human intervention in the process and will promote automatic network operations and management. The Autonomous Network Management Framework (AGA), proposed in this paper, supports autonomous management. Its implementation articulates network management planes and uses genetic algorithms in order to identify heuristics to provide solutions to network utilization, routing and packet scheduling focusing on autonomous management.
description: https://jobertomartins.com/
description: {"references": ["Mulyana, E., Killat, U. \"An Offline Hybrid IGP/MPLS Traffic Engineering Approach underLSP Constraints\" INNOC2003.", "Awduche, D. et al., (1999) \"Requirements for Traffic Engineering over MPLS\", IETF RFC 2702, Setembro 1999.", "C. Lopes, A. de Sousa, R. Valadas, (2001) \"Heuristics for Dimensioning Large-scale MPLS Networks\", in Internet Performance and Control of Network Systems II, Robert D. van der Mei, Frank Huebner-Szabo de Bucs, Editors, Proceedings of SPIE Vol. 4523, 2001.", "Awduche, D. et. al., (2000) \"A Framework for Internet Traffic Engineering\" Internet Draft, , Janeiro 2000.", "Granville, Lisandro Zambenedetti (2001) \"Gerenciamento Integrado de QoS em Redes de Computadores\". Tese apresentada na UFRGS.", "Riedl, A. (2002) \"A Hybrid Genetic Algorithm for Routing Optimization in IP Networks Utilizing Bandwidth and Delay Metrics\" IEEE Network Magazine,  September 2002", "Tanterdtid, S., Steanputtangaul, W., Benjapolakul, W. (1997) \"Bandwidth-demand prediction in virtual path in ATM networks using genetic algorithms\", Journal of Computer Communications, 22, pp. 1127-1135, 1999.", "Ziviani, A., Duarte, O. (2001) Metrologia na Internet. tutorial do XIX Simp\u00f3sio Brasileiro de Redes de Computadores - SBRC'2001, SBC, maio de 2001.", "Holland, J. H. (1975) \"Adaptation in Natural and Artificial Systems\". University of Michigan Press, Ann Arbor, 1975.", "Goldberg, D. (1989) \"Genetic Algorithms in Search, Optimization &amp; Machine Learning\" Addison-Wesley, Massachusetts, 1989", "Riedl, A., Schupke, A. (2000) \"A Flow-Based Approach for IP Traffic Engineering Utilizing Routing Protocols with Multiple Metric Types\" presented at 6th INFORMS Telecommunications Conference, Boca Raton, Florida, March 2000.", "Pattichis, C. S., et al. (2004) \"Genetic Algorithm Based Optimization for Bandwidth Allocation for Virtual Paths (GA-BAVP)\" Greece, 2000.", "Gelenbe, E., et. al. (2002) \"Network Routing with Extended Genetic Algorithms\" International Conference Networks, Parallel and Distributed Processing, and Applications NPDPA 2002 Tsukuba, Japan, October, 2002.", "Krief, F. (2006) \"Les r\u00e9seaux autonomiques\". In: 7\u00e8me Colloque Francophone de Gestion de R\u00e9seaux et de Services, 2006, Bordeaux - France. 7\u00e8me Colloque Francophone de Gestion de R\u00e9seaux et de Services - L'autonomie dans les R\u00e9seaux et les Services. Bordeaux, France : LaBRI, Universit\u00e9 Bordeaux-1, 2006.", "Boyle, J., et al \"The COPS (Common Open Policy Service) Protocol\", IETF RFC 2748, January 2000.", "Bezerra, Romildo M. S., Martins, Joberto S. B..(2006) \"Functional Decoupling Principle applied to Network Device and QoS Management\". In: 7\u00e8me Colloque Francophone de Gestion de R\u00e9seaux et de Services, 2006, Bordeaux - France. 7\u00e8me Colloque Francophone de Gestion de R\u00e9seaux et de Services - L'autonomie dans les R\u00e9seaux et les Services. Bordeaux, France: LaBRI, Universit\u00e9 Bordeaux-1, 2006. v. 1. p. 47-58.", "Bezerra, Romildo M. S., Martins, Joberto S. B..(2006). Ger\u00eancia de Qualidade de Servi\u00e7o em Redes de Computadores utilizando Desacoplamento Funcional, Pol\u00edticas e Ontologias. In: 5th International Information and Telecommunication Technologies Symposium, 2006, Cuib\u00e1, MT. 5th International Information and Telecommunication Technologies Symposium, 2006. v. 1. p. 56-79.", "Jrad, Z., Krief, F., Dehni, L., Bennani, Y. (2006) \"Artificial Intelligence techniques in the dynamic negotiation of QoS: A user interface for the Internet New Generation\" Proceedings of International Federation for Information Processing (IFIP) TC6 Conference Smartnet in Autonomic Networking. Sept. 25-29, 2006, Paris.", "Haupt, R.L, Haupt S.E. (1998) \"The Continuous Parameter Genetic Algorithm\", \"Practical Genetic Algorithm\", chapter 3, USA, Jon Wiley &amp; Sons, Inc.", "Kobayashi, H., Munetomo, M., Akama, K.,  Sato, Y. (2004) \"Designing a distributed algorithm for bandwidth allocation with a genetic algorithm\", Systems and Computers in Japan, Volume 35 ,  Issue 3, pp 37-45.", "Campos, M., Saito K. (2004) Sistemas Inteligentes em Controle e Automa\u00e7\u00e3o de Processos. 1. ed. Rio de Janeiro: Ci\u00eancia Moderna Ltda, 2004. v. 1. 235 p.", "Choiu, J., Wang, F. (1999) \"Hybrid method of evolutionary algorithms for static and dynamic problems with application to a fed-batch fermentation process\", Computers and Chemical Engineering, v.23. pp. 1277-1291."]}