Self-organizing network services with evolutionary adaptation

IEEE Transactions on Neural Networks

Volumn 16, Issue 5, 2005, Pages 1269-1278

  Nakano, Tadashi ^a   Suda, Tatsuya ^a  

^a University of California   (United States)

Author keywords

Adaptive and scalable network services; Autonomous agents; Evolutionary computation; Self organization; Swarm intelligence

Indexed keywords

ARTIFICIAL INTELLIGENCE; AUTONOMOUS AGENTS; COMPUTER SIMULATION; EVOLUTIONARY ALGORITHMS; GENETIC ALGORITHMS; NEURAL NETWORKS; SELF ORGANIZING MAPS; TELECOMMUNICATION NETWORKS;

ADAPTIVE NETWORK SERVICES; SCALABLE NETWORK SERVICES; SWARM INTELLIGENCE;

TELECOMMUNICATION SERVICES;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER SIMULATION; EVALUATION; INFORMATION RETRIEVAL; INTERNET; METHODOLOGY; SIGNAL PROCESSING; STATISTICAL MODEL; TELECOMMUNICATION;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; INFORMATION STORAGE AND RETRIEVAL; INTERNET; MODELS, STATISTICAL; PATTERN RECOGNITION, AUTOMATED; SIGNAL PROCESSING, COMPUTER-ASSISTED; TELECOMMUNICATIONS;

EID: 26844452905     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2005.853421     Document Type: Article

References (30)

1. E. Bonabeau, M. Dorigo, and G. Theraulaz, Swarm Intelligence: From Natural to Artificial Systems. Oxford, U.K.: Oxford Univ. Press, 1999.
2. G. Di Caro and M. Dorigo, "AntNet: Distributed stigmergetic control for communications networks," J. Artif. Intell. Res., vol. 9, pp. 317-365, 1998.
3. M. Dorigo and G. D. Caro, "Ant colony optimization: A new meta-heuristics," in Proc. Congr. Evolutionary Computation, 1999, pp. 1470-1477.
4. J. L. Denebourg, S. Goss, N. Franks, A. SendovaFranks, C. Detrain, and L. Chretien, "The dynamics of collective sorting robot-like ants and ant-like robots," in Proc. 1st Conf. Simulation of Adaptive Behavior: From Animal to Animats, 1991, pp. 356-365.
5. Y. Chen, R. H. Katz, and J. D. Kubiatowicz, "Dynamic replica placement for scalable content delivery," in Proc. 1st Int. Workshop on Peer-to-Peer Systems (IPTPS), 2002, pp. 306-318.
6. C. A. Coello, "A short tutorial on evolutionary multiobjective optimization," in Proc. 1st Int. Conf. Evolutionary Multi-Criterion Optimization, 2001, pp. 21-40.
7. E. Cohen and S. Shenker, "Replication strategies in unstructured peer-to-peer networks," in Proc. ACM SIGCOM, 2002, pp. 177-190.
8. A. E. Eiben, R. Hinterding, and Z. Michalewicz, "Parameter control in evolutionary algorithms," IEEE Trans. Evol. Comput., vol. 3, no. 2, pp. 124-141, Jul. 1999.
9. T. Itao, T. Nakamura, M. Matsuo, T. Suda, and T. Aoyama, "Service emergence based on relationship among self-organizing entities," in Proc. IEEE/IPSJ Symp. Applications and the Internet (SAINT), 2002, pp. 194-203.
10. T. Itao, S. Tanaka, T. Suda, and T. Aoyama, "A framework for adaptive UbiComp applications based on the Jack-in-the-Net architecture," in Kluwer/ACM Wireless Netw. J., vol. 10, 2004, pp. 287-299.
11. T. Itao, S. Tanaka, and T. Suda, "SpaceGlue: Linking spaces for adaptive and situational service location," in Proc. Int. J. Digital Libraries (JDL) Special Issue for Int. Conf. Service-Oriented Computing 2003.
12. J. Kennedy and R. C. Eberhart, "Particle swarm optimization," in Proc. IEEE Int. Conf. Neural Networks, vol. 4, 1995, pp. 1942-1948.
13. J. R. Koza, Genetic Programming. Cambridge, MA: MIT Press, 1992.
14. R. C. Kube and H. Zhang, "Collective robotics: From social insects to robots," Adapt. Behav., vol. 2, no. 2, pp. 189-218, 1994.
15. H. T. Kung and C. H. Wu, Content Networks: Taxonomy and New Approaches, K. Park and W. Willinger, Eds. Oxford, U.K.: Oxford Univ. Press, 2003. The Internet as a Large-Scale Complex System.
16. J. Kangasharju, J. Roberts, and K. W. Ross, "Object replication strategies in content distribution networks," in Proc. Web Caching and Content Distribution Workshop (WCW'01), 2001.
17. W. Y. Ma, B. Shen, and J. T. Brassil, "Content services networks: The architecture and protocol," in Proc. 6th Int. Workshop on Web Caching and Content Distribution, 2001.
18. M. Mitchell, An Introduction to Genetic Algorithms. Cambridge, MA: MIT Press, 1996.
19. T. Nakano and T. Suda, "Adaptive and evolvable network services," in Proc. Genetic and Evolutionary Computation Conf., vol. I, 2004, pp. 151-162.
20. T. Nakano and T. Suda, "Applying biological principles to the design of network services," in Appl. Soft Comput. J., to be published.
21. A. Oram, Peer-to-Peer: Harnessing the Power of Disruptive Technologies: O'Reilly, 2001.
22. G. Pierre, M. van Steen, and A. Tanenbaum, "Dynamically selecting optimal distribution strategies for web documents," IEEE Trans. Comput., vol. 51, no. 6, pp. 637-651, Jun. 2002.
23. L. Qiu, V. N. Padmanabhan, and G. M. Voelker, "On the placement of web server replicas," in Proc. IEEE INFOCOM, 2001, pp. 1587-1596.
24. M. Rabinovich, I. Rabinovich, R. Rajaraman, and A. Aggarwal, "A dynamic object replication and nugration protocol for an Internet hosting service," in Proc. Int. Conf. Distributed Computing Systems, 1999, pp. 101-113.
25. R. Schoonderwoerd, O. E. Holland, J. L. Bruten, and L. J. M. Rothkrantz, "Ant-based load balancing in telecommunications networks," Adapt. Behav., no. 2, pp. 169-207, 1996.
26. S. Sameshima, J. Suzuki, S. Steglich, and T. Suda, Platform independent model (PIM) and platform specific model (PSM) for super distributed objects, in Object Management Group, Final Adopted Specification, OMG Document Number: dtc/03-09-01, Sep. 2003.
27. J. Suzuki and T. Suda, "Design and implememauon of an scalable infrastructure for autonomous adaptive agents," in Proc. 15th IASTED Int. Conf. Parallel and Distributed Computing and Systems, Marina Del Rey, CA, Nov. 2003.
28. J. Suzuki and T. Suda, "A middleware platform for a biologically-inspired architecture supporting autonomous and adaptive network applications," IEEE J. Sel. Areas Commun., vol. 23, no. 2, pp. 127-146, Feb. 2005.
29. T. Suda, T. Itao, and M. Matsuo, "The bio-networking architecture: The biologically inspired approach to the design of scalable, adaptive, and survivable/available network applications," in The Internet as a Large-Scale Complex System, K. Park, Ed. Oxford, U.K.: Oxford Univ. Press, 2005. to appear.
30. X. Yao, "Evolving artificial neural networks," in Proc. IEEE, vol. 87, 1999.