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| Goals |
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| To assist the development of new techniques for measuring, modeling and managing networks. |
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| Technical Approach |
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- Work with research community to integrate advanced network models and available measurement data into
practical tools for network research and development.
- Devise new approaches to the modeling emergent behaviors in large scale networks.
- Explore new generation of network processors technology to prototype and evaluate emerging architectures
for packet metrology in very high speed networks.
- Work with industry to define extensions to emerging network management frameworks so as to enable next generation
autonomic systems.
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| Future Plans |
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- Conduct basic research to develop a modeling and analysis framework for emergent behaviors in complex systems.
- Design and evaluate extensions to CIM/WEBM management frameworks necessary to support next generation self managing systems.
- Prototype and evaluate algorithms and architectures for high speed packet metrology based upon network processor technologies.
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| Recent Accomplishments |
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- Publish 3 research papers/chapters on fundamental techniques for analysis / detection of macroscopic
emergent behaviors in large scale networks.
- Integrated into NISTNet multi-fractal wavelet models and tools to parameterize them from public measurement data.
Published 2 research papers on these extensions and new work on modeling microscopic behaviors of high speed networks.
Developed extensive calibration framework and data for network emulation tool.
- Devised untrained learning algorithms for detection of anomalous traffic flows.
- Evaluated semantic translation and mapping requirements for DTMF CIM management information models.
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