Basem Almadani, Shadi Abudalfa, and Shuang-Hua Yang
Abstract
Automatic Quality of Service (QoS) adaptation is promising approaches in developing real-time systems built on publish/subscribe middleware, and its importance increased when developing huge real-time distributed systems in dynamic environments. In this paper we proposed a new approach by building a closed loop QoS adaptive control for adapting some QoS polices automatically in publish/subscribe middleware. We use some techniques of artificial intelligence to automate QoS adaptation and improve the performance of the real-time systems in dynamic environments. The proposed approach improves the performance of the real-time system by saving its computing capabilities and making it more stable. Experimental results shown in this paper illustrate the effectiveness of the proposed approach.
Publication Date
3/1/2017
Publisher
The International Arab Journal of Information Technology
شادي إبراهيم أبوضلفة | Shadi Abudalfa | 5632