Paper Info
Title
Analytical Decisional Model for Publish/Subscribe Systems on MANET
Abstract
This paper presents an analytical model for monitoring and analyzing QoS of publish/subscribe systems on MANET. The proposed customizable model ensures the user a good quality of service requirements and combines both proactive and reactive statistical analysis. In fact, the reactive analysis, suitable for multimedia applications, aims to detect failures by approximating latency series with a Gumbel distribution. Besides, the proactive analysis, suitable for crisis management applications, forecasts failures occurrence relaying on the Autoregressive Integrated Moving Average Formula. Finally, a hybrid analysis was proposed by dynamically switching from reactive to predictive forms of analysis whenever QoS violations are noticed. The correlation method was also used to identify source failure causes once they were detected or predicted. The efficiency and accuracy of the proposed scheme were validated by performing simulation.
Year
DOI
Venue
2014
10.1109/WETICE.2014.69
WETICE Conference
Keywords
Field
DocType
autoregressive moving average processes,correlation methods,mobile ad hoc networks,quality of service,Gumbel distribution,MANET,QoS violations,analytical decisional model,autoregressive integrated moving average formula,correlation method,crisis management applications,latency series,proactive statistical analysis,publish systems,quality of service requirements,reactive statistical analysis,subscribe systems,MANET,publish/subscribe,quality of service
Publication,Mobile ad hoc network,Failure causes,Latency (engineering),Computer science,Gumbel distribution,Quality of service,Autoregressive integrated moving average,Crisis management,Distributed computing
Conference
Citations 
PageRank 
References 
0
0.34
10
Authors
3
Name
Order
Citations
PageRank
Imene Lahyani1237.05
Mohamed Jmaiel2668110.41
Christophe Chassot315327.55