Abstract
This paper proposes a bio-inspired middleware for self-adaptive software agents on distributed systems. It is unique to other existing approaches for software adaptation because it introduces the notions of differentiation, dedifferentiation, and cellular division in cellular slime molds, e.g., dictyostelium discoideum, into real distributed systems. When an agent delegates a function to another agent coordinating with it, if the former has the function, this function becomes less-developed and the latter’s function becomes well-developed.
Access provided by Autonomous University of Puebla. Download to read the full chapter text
Chapter PDF
Similar content being viewed by others
Keywords
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
References
Babaoglu, O., Meling, H., Montresor, A.: Anthill: a framework for the development of agent-based peer-to-peer systems. In: Proceeding of 22th IEEE International Conference on Distributed Computing Systems (July 2002)
Bonabeau, E., Dorigo, M., Theraulaz, G.: Swarm Intelligence: From Natural to Artificial Systems. Oxford University Press (1999)
Dorigo, M., Stutzle, T.: Ant Colony Optimization. MIT Press (2004)
Herrman, K.: Self-organizing replica placement - a case study on emergence. In: Proceedings of 2nd IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2007), pp. 13–22. IEEE Computer Society (2007)
Lin, W., Lin, G., Wei, H.: Dynamic auction mechanism for cloud resource allocation. In: Proceedings of 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing (CCGrid 2010), pp. 591–592 (2010)
Montresor, A., Meling, H., Babaoğlu, Ö.: Messor: load-balancing through a swarm of autonomous agents. In: Moro, G., Koubarakis, M. (eds.) AP2PC 2002. LNCS (LNAI), vol. 2530, pp. 125–137. Springer, Heidelberg (2003)
Montresor, A., Babaoglu, O.: Biology-inspired approaches to peer-to-peer computing in BISON. In: Proceedings of International Conference on Intelligent System Design and Applications, Oklahoma (August 2003)
Nakano, T., Suda, T.: Self-Organizing Network Services With Evolutionary Adaptation. IEEE Transactions on Neural Networks 16(5), 1269–1278 (2005)
Satoh, I.: Mobile Agents. In: Handbook of Ambient Intelligence and Smart Environments, pp. 771–791. Springer (2010)
Snyder, P. L., Greenstadt, R., Valetto, G.: Myconet: a fungi-inspired model for superpeer-based peer-to-peer overlay topologies. In: Proceedings of 3rd IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2009), pp. 40–50 (2009)
Suda, T., Suzuki, J.: A Middleware Platform for a Biologically-inspired Network Architecture Supporting Autonomous and Adaptive Applications. IEEE Journal on Selected Areas in Communications 23(2), 249–260 (2005)
Zhang, Q., Gurses, E., Boutaba, R., Xiao, J.: Dynamic resource allocation for spot markets in clouds. In: Proceedings of 11th USENIX Conference on Hot Topics in Management of Internet, Cloud, and Enterprise Networks and Services (Hot-ICE 2011). USENIX Association (2011)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Satoh, I. (2015). Adaptive Distributed Systems with Cellular Differentiation Mechanisms. In: Vinh, P., Vassev, E., Hinchey, M. (eds) Nature of Computation and Communication. ICTCC 2014. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 144. Springer, Cham. https://doi.org/10.1007/978-3-319-15392-6_17
Download citation
DOI: https://doi.org/10.1007/978-3-319-15392-6_17
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-15391-9
Online ISBN: 978-3-319-15392-6
eBook Packages: Computer ScienceComputer Science (R0)