Predictive Schemes for QoS Awareness of Publish/Subscribe Systems on MANET

Abstract

In this paper, we propose a failure prediction methodology for quality of service (QoS) degradation prediction for publish/subscribe systems on MANET. Our propose is to use the Auto Regressive Integrated Moving Average (ARIMA) method to predict failure occurrence in the system and to provide optimal QoS provision of applications. Besides, our forecasting algorithm looks for the source behind QoS degradation using the Correlation method. Simulations results are performed to prove the efficiency of the proposed approach. A comparison is done proving that our proposal outperforms the Auto Regression (AR) based prediction approach.

Analytical Decisional Model for Publish/Subscribe Systems on MANET

“…A second level can be reached by adjusting the threshold values. Finally, the analysis module tries to compare these two values in order to predict eventual failures in the pub/sub system [18].…”