Agent-based tools for modeling and simulation of self-organization in peer-to-peer, ad hoc, and other complex networks

@article{Niazi2009AgentbasedTF,
  title={Agent-based tools for modeling and simulation of self-organization in peer-to-peer, ad hoc, and other complex networks},
  author={Muaz A. Niazi and Amir Hussain},
  journal={IEEE Communications Magazine},
  year={2009},
  volume={47}
}
Agent-based modeling and simulation tools provide a mature platform for development of complex simulations. They however, have not been applied much in the domain of mainstream modeling and simulation of computer networks. In this article, we evaluate how and if these tools can offer any value-addition in the modeling & simulation of complex networks such as pervasive computing, large-scale peer-to-peer systems, and networks involving considerable environment and human/animal/habitat… 
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111 Citations
Highly Influential Citations
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Background Citations
32
Methods Citations
27

111 Citations

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References

SHOWING 1-10 OF 10 REFERENCES
Simulation of large scale networks II: modeling and simulation best practices for wireless ad hoc networks
TLDR
Three case studies are presented to highlight the importance of following well-established simulation techniques, of carefully describing experimental study scenarios, and of understanding assumptions sometimes unstated in the framework of a simulator.
Simulation of large ad hoc networks
TLDR
Improvements to NS-2 to meet the needs of large ad hoc network simulations are described, based on the idea of exploiting the limited interference of wireless communication, which has simulated populations of up to 3000 nodes so far and works up to 30 times faster than the original version.
On credibility of simulation studies of telecommunication networks
TLDR
This article discusses two important necessary conditions of a credible simulation study: use of appropriate pseudo-random generators of independent uniformly distributed numbers, and appropriate analysis of simulation output data.
The Past and Future of Multiagent Systems
TLDR
The lessons learned from using various technologies as aids in teaching a graduate multiagent systems class are described, which includes the separation of software agent design into a separate class that focuses on distributed programming and the development of a unifying notation for representing multiagent problems.
HEED: a hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks
TLDR
It is proved that, with appropriate bounds on node density and intracluster and intercluster transmission ranges, HEED can asymptotically almost surely guarantee connectivity of clustered networks.
Fast self-healing gradients
TLDR
CRF-Gradient is presented, a self-healing gradient algorithm that provably reconfigures in O(diameter) time and can be generalized and applied to create other self- healing calculations, such as cumulative probability fields.
Self-organized customized content delivery architecture for ambient assisted environments
TLDR
It is demonstrated how physical peers made up of a Bluetooth-based network of Java-enabled mobile phones can be used to provide customized content delivery from the web without the need of a dedicated web connection per device.
Simulation of the research process
TLDR
First steps towards the development of a formal model of the research process are presented, including how researchers with similar publishing policies might self-organize in the form of groups by means of various visualization techniques.
NetLogo. http://ccl.northwestern.edu/netlogo/. Center for Connected Learning and Computer-Based Modeling, Northwestern University
  • 1999
Phased Approach to Simulation of Security Algorithms for Ambient Intelligent (AmI) Environments, 40th Anniversary Winter Simulation Conference 07 (WSC07)
  • PhD Student Colloqium, December
  • 2007