A Framework for a Comprehensive Evaluation of Ant-Inspired Peer-to-Peer Protocols
作者： Amos Brocco , Ingmar Baumgart
DOI: 10.1109/PDP.2012.53
关键词: Underlay 、 Robustness (computer science) 、 Swarm intelligence 、 Computer science 、 Computer network 、 Distributed computing 、 Swarm behaviour 、 Peer-to-peer 、 Network simulation 、 Management system 、 Network model
摘要: Following a constant rise in the complexity and scale of peer-to-peer networks, researchers have looked at biological phenomena order to develop self-organized, adaptive, robust management systems. Our focus is on distributed swarm intelligence mechanisms that mimic behavior social insects solve problems such as overlay management, routing, task allocation, resource discovery. A central problem validation novel networking solutions their empirical evaluation under different conditions. Whereas existing network simulation platforms lack specific support for ant-inspired protocols (like transparent agent migration), dedicated frameworks bio-inspired systems fail implement accurate models. To bridge this gap, we introduce framework with techniques realistic underlay based Over Sim. validate our work, describe implementation several swarm-based provide some measurements performance.
pdp2012.org 参考文章(22)
Manor Askenazi, Chris Langton, Rogert Burkhart, Nelson Minar, The Swarm Simulation System: A Toolkit for Building Multi-Agent Simulations Research Papers in Economics. ,(1996)
Sethalat Rodhetbhai, Anirban Basu, Barnaby Livingston, Stephen Naicken, A Survey of Peer-to-Peer Network Simulators ,(2006)
G. Di Caro, M. Dorigo, AntNet: distributed stigmergetic control for communications networks Journal of Artificial Intelligence Research. ,vol. 9, pp. 317- 365 ,(1998) , 10.1613/JAIR.530
Elke Michlmayr, Self-organization for search in peer-to-peer networks: the exploitation-exploration dilemma bioinspired models of network, information, and computing systems. pp. 29- ,(2006) , 10.1145/1315843.1315879
Kazuyuki Shudo, Yoshio Tanaka, Satoshi Sekiguchi, Overlay Weaver: An overlay construction toolkit Computer Communications. ,vol. 31, pp. 402- 412 ,(2008) , 10.1016/J.COMCOM.2007.08.002
Ichiro Satoh, Test-bed platform for bio-inspired distributed systems bioinspired models of network, information, and computing systems. pp. 27- ,(2008) , 10.4108/ICST.BIONETICS2008.4731
Ingmar Baumgart, Bernhard Heep, Stephan Krause, OverSim: A Flexible Overlay Network Simulation Framework 2007 IEEE Global Internet Symposium. pp. 79- 84 ,(2007) , 10.1109/GI.2007.4301435
A. Varga, Using the OMNeT++ discrete event simulation system in education IEEE Transactions on Education. ,vol. 42, pp. 11- ,(1999) , 10.1109/13.804564
Falko Dressler, Ozgur B. Akan, A survey on bio-inspired networking Computer Networks. ,vol. 54, pp. 881- 900 ,(2010) , 10.1016/J.COMNET.2009.10.024
András Varga, THE OMNET++ DISCRETE EVENT SIMULATION SYSTEM ,(2003)