Open Access. Powered by Scholars. Published by Universities.®
- Keyword
Articles 1 - 2 of 2
Full-Text Articles in Systems Engineering
Architecting System Of Systems: Artificial Life Analysis Of Financial Market Behavior, Nil Hande Ergin
Architecting System Of Systems: Artificial Life Analysis Of Financial Market Behavior, Nil Hande Ergin
Doctoral Dissertations
"This research study focuses on developing a framework that can be utilized by system architects to understand the emergent behavior of system architectures. The objective is to design a framework that is modular and flexible in providing different ways of modeling sub-systems of System of Systems. At the same time, the framework should capture the adaptive behavior of the system since evolution is one of the key characteristics of System of Systems. Another objective is to design the framework so that humans can be incorporated into the analysis. The framework should help system architects understand the behavior as well as …
Modeling Network Traffic On A Global Network-Centric System With Artificial Neural Networks, Douglas K. Swift
Modeling Network Traffic On A Global Network-Centric System With Artificial Neural Networks, Douglas K. Swift
Doctoral Dissertations
"This dissertation proposes a new methodology for modeling and predicting network traffic. It features an adaptive architecture based on artificial neural networks and is especially suited for large-scale, global, network-centric systems. Accurate characterization and prediction of network traffic is essential for network resource sizing and real-time network traffic management. As networks continue to increase in size and complexity, the task has become increasingly difficult and current methodology is not sufficiently adaptable or scaleable. Current methods model network traffic with express mathematical equations which are not easily maintained or adjusted. The accuracy of these models is based on detailed characterization of …