Title :
User Demand Behavior Based Adaptive Algorithm for Service Composition of Streaming Media
Author :
Zhu, Liyue ; Yang, Jian ; Hu, Han ; Xi, Hongsheng
Author_Institution :
Dept. of Autom., Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
Service composition is a technique to recompose various heterogeneous network services for a new business. A modern streaming media system may run multiple businesses. Their resources can easily be improperly distributed and under utilized. This paper studies service composition in the context of streaming media applications. A three-layer model is adopted to describe the system. The optimal service composition is formulated as a constraint optimization problem. By applying linear programming to the proposed cost function, a user demand behavior based adaptive algorithm (UDBA) for service composition is presented. The simulation results show that our UDBA algorithm improves the performance of the streaming media system.
Keywords :
Web services; business data processing; linear programming; media streaming; constraint optimization problem; heterogeneous network services; linear programming; optimal service composition; streaming media system; user demand behavior based adaptive algorithm; Adaptive algorithm; Automatic control; Clustering algorithms; Communication system control; Control systems; Network servers; Streaming media; TV; Web and internet services; Web services;
Conference_Titel :
Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on
Conference_Location :
Nanchang
Print_ISBN :
978-0-7695-3859-4
DOI :
10.1109/IITA.2009.166