Distributed Artificial Intelligence for Network Management Systems ...

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The new network management scenario has larger and more complex infrastructures to manage and requires more ... Xavier, E., Koch, F.L., Westphall, C.B.: Using computational intelligence in choosing the best ... Software Engineering.
Distributed Artificial Intelligence for Network Management Systems — New Approaches - Springer

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Find how toAccess access preview-only content Look out Inside Get Service Assurance with Partial and Intermittent Resources Lecture Notes in Computer Science Volume 3126, 2004, pp 135-145

Distributed Artificial Intelligence for Network Management Systems — New Approaches Abstract The new network management scenario has larger and more complex infrastructures to manage and requires more elaborated applications to cope with its inherent complexity. Decentralized Artificial Intelligence (DAI) is a possible technology solution for the scalability problems presented by the traditional server-centric applications. However, the implementation of distributed architectures is a complex task and carries problems by its own. In this paper, we will present the current results from our researches on the application of two of most innovative distributed system architectures for network management system: grids of agents and mobile agents. The experiments argument in favor of using DAI for network management system and provide architectural and performance reference for future developments.

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Distributed Artificial Intelligence for Network Management Systems — New Approaches - Springer

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1. Jones, L., Carpenter, T.: Towards decentralized network management and reliability. In: Proceedings of The 2002 International Conference on Security and Management, Las Vegas, USA (2002) 2. Koch, F.L., Westphall, C.B.: Distributed artificial intelligence for computer network management a practical approach (in portuguese). In: Proceedings Brazilian Symposium on Computer Networks, Rio de Janeiro, BR (1998) 3. Koch, F.L., Westphall, C.B.: Decentralized network management using distributed artificial intelligence. Journal Network and System Management 9(4), 375–388 (2001) CrossRef 4. Marzo, J.-L., Vil, P., Fabregat, R.: Atm network management based on distributed artificial intelligence architecture. In: The Association for Computing Machinery (ACM) (ed.) Proceedings of the fourth international conference on Autonomous agents, Barcelona, Spain, pp. 171–172 (2000) 5. Gibney, M.A., Jennings, N.R.: Market based multi-agent systems for atm network management. In: Proceeding 4th Communications Networks Symposium, Manchester, UK (1997) 6. Xavier, E., Koch, F.L., Westphall, C.B.: Using computational intelligence in choosing the best mobile agents configuration for computer network management (in portuguese). In: Proceeding IV ENIA National Meeting of Artificial Intelligence, XXIII Congress SBC, Campinas, Brazil (2003) 7. Xavier, E., Koch, F.L., Westphall, C.B.: Automations in computer network management utilizing computational intelligence. In: Proceeding of The Third IEEE Latin American Network Operations and Management Symposium (LANOMS), Foz do Iguau, Brazil (2003) 8. Assuncao, M.D., Koch, F.L., Westphal, C.B.: Grids of agents for computer and telecommunication network management. Concurrency and Computation: Practice and Experience 16(5), 413–424 (2004); Issue Edited by Schulze, B., Nandkumar, R., Magedanz, T.: John Wiley & Sons, Ltd. Copyright 2004 9. Assuncao, M.D., Koch, F.L., Westphal, C.B.: Agent grid architecture applied to computer and http://link.springer.com/chapter/10.1007%2F978-3-540-27767-5_14

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Distributed Artificial Intelligence for Network Management Systems — New Approaches - Springer

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telecommunication network management. In: 21th Brazilian Symposium on Computer Networks, Natal, Brazil (May 2003), IEEE Distributed Systems Online 10. Rubinstein, M.G., Duarte, O.C.M.B., Pujolle, G.: Evaluating the Performance of a Network Management Application Based on Mobile Agents. In: Gregori, E., Conti, M., Campbell, A.T., Omidyar, G., Zukerman, M. (eds.) NETWORKING 2002. LNCS, vol. 2345, pp. 515–526. Springer, Heidelberg (2002) CrossRef 11. Bohoris, C., Pavloua, G., Cruickshank, H.: Using mobile agents for network performance management. In: Proceedings IFIP/IEEE Network Operations and Management Symposium (NOMS 2000), Hawaii, USA (2000) 12. Koch, F.L., Meyer, J.-J.: Knowledge based autonomous agents for pervasive computing using agentlight. In: IEEE Distributed Systems Online (ed.) Proceedings ACM/IFIP/USENIX International Middleware Conference, MIDDLEWARE 2003 WORK-IN-PROGRESS, Rio de Janeiro, Brazil (2003)

About this Chapter Title Distributed Artificial Intelligence for Network Management Systems — New Approaches Book Title Service Assurance with Partial and Intermittent Resources Book Subtitle First International Workshop, SAPIR 2004, Fortaleza, Brazil, August 1-6, 2004. Proceedings Pages pp 135-145 Copyright 2004 DOI 10.1007/978-3-540-27767-5_14 Print ISBN 978-3-540-22567-6 Online ISBN 978-3-540-27767-5 Series Title Lecture Notes in Computer Science Series Volume 3126 Series ISSN 0302-9743 Publisher Springer Berlin Heidelberg http://link.springer.com/chapter/10.1007%2F978-3-540-27767-5_14

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Distributed Artificial Intelligence for Network Management Systems — New Approaches - Springer

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Copyright Holder Springer-Verlag Berlin Heidelberg Additional Links About this Book Topics Computer Communication Networks Software Engineering Information Systems Applications (incl.Internet) Computers and Society Communications Engineering, Networks Keywords network management distributed artificial intelligence grid computing autonomous agents mobile agents Industry Sectors Electronics Telecommunications IT & Software eBook Packages eBook Package english Computer Science eBook Package english full Collection Editors Petre Dini

(15)

Pascal Lorenz

(16)

http://link.springer.com/chapter/10.1007%2F978-3-540-27767-5_14

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Distributed Artificial Intelligence for Network Management Systems — New Approaches - Springer

José Neuman de Souza

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(17)

Editor Affiliations 15. Cisco Systems, Inc. 16. IUT, University of Haute Alsace 17. Departamento de Computacao, Universidade Federal do Ceará - UFC Authors Fernando Koch (18) Carlos Becker Westphall (18) Marcos Dias de Assuncao (19) Edison Xavier (18) Author Affiliations 18. Network and Management Laboratory, Federal University of Santa Catarina, Florianopolis, SC, Brazil 19. Technology Center, Western Santa Catarina State University, Videira, SC, Brazil

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