Title :
Client-Server Networked Automation Systems Reactivity: Deterministic and Probabilistic Analysis
Author :
Addad, Boussad ; Amari, Saïd ; Lesage, Jean-Jacques
Author_Institution :
Automated Production Res. Lab. LURPA, ENS-Cachan, Cachan, France
fDate :
7/1/2011 12:00:00 AM
Abstract :
In this paper, we present an analytic approach to evaluate the reactivity of client-server networked automation systems (NASs). Both deterministic and probabilistic analyses are provided while modeling the NAS using Timed Event Graphs (TEG). Since many results with regard to the deterministic approach have already been published, we recall only its main steps that prove useful, while exposing the probabilistic method. Thereby, we provide the density of probability distribution of the response time (or reactivity) using the probability densities of the local delays, experienced at the different stages of the NAS. Furthermore, a case study is presented to compare the results of the study to measures taken from a real platform.
Keywords :
client-server systems; deterministic algorithms; graph theory; statistical distributions; NAS; client-server systems; deterministic analysis; networked automation systems; probabilistic analysis; probability distribution; timed event graphs; Automation; Delay; Equations; Mathematical model; Probabilistic logic; Servers; Time factors; Client-server networked automation system (NAS); max-plus algebra; probabilistic analysis; response time; timed event graph;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2011.2116118