Network Theory

Abstract

Statistical based methods for studying networks to support theory development in network science; evaluate a basis to validate or invalidate theoretical results, identify gaps between theory prediction and field performance; evaluate verification of mobility, channel, and topology models, and of convergence of adaptive protocols; guide development of the theoretical effort by providing a basis for refining models and assumptions. The long-term goal is to develop a real-time adaptive statistical analysis system that is coupled to a monitoring system that can infer/learn global network behavior and to a control system that controls local behavior so as to predictively improve performance, while ensuring the stability of the overall system.

Document Details

Document Type
Accomplishment
Publication Date
Oct 01, 2012
Source ID
f0ed2e3ca7e5d66c68c3649a473c646b

Tags

Fields of Study

  • Computer science

Readers

  • Computational Modeling and Simulation
  • Computer Networking

Technology Areas

  • AI & ML

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