Abstract
The service and application of a network is a behavioral process that is oriented toward its operations and tasks, whose metrics and evaluation are still somewhat of a rough comparison. This paper describes scenes of network behavior as differential manifolds. Using the homeomorphic transformation of smooth differential manifolds, we provide a mathematical definition of network behavior and propose a mathematical description of the network behavior path and behavior utility. Based on the principle of differential geometry, this paper puts forward the function of network behavior and a calculation method to determine behavior utility, and establishes the calculation principle of network behavior utility. We also provide a calculation framework for assessment of the network's attack-defense confrontation on the strength of behavior utility. Therefore, this paper establishes a mathematical foundation for the objective measurement and precise evaluation of network behavior.
Original language | English |
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Pages (from-to) | 78-84 |
Number of pages | 7 |
Journal | Engineering |
Volume | 4 |
Issue number | 1 |
DOIs | |
Publication status | Published - Feb 2018 |
Keywords
- Differential manifold
- Network attack-defense confrontation
- Network behavior utility
- Network metric evaluation