Title :
Q-SAC: toward QoS optimized service automatic composition
Author :
Chen, Hanhua ; Jin, Hai ; Ning, Xiaoming ; Lu, Zhipeng
Author_Institution :
Cluster & Grid Comput. Lab., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
The emerging service grids bring together various distributed services to a ´market´ for clients to request and enable the integration of services across distributed, heterogeneous, and dynamic virtual organizations. In the experience of constructing and using the ChinaGrid, we meet two challenges, optimizing the QoS of the grid resources and minimizing complexity for application users and developers. In this paper, we present Q-SAC, a QoS optimized service automatic composition model to address these problems. Two main features of Q-SAC are (1) automatic grid service composition, and (2) global level multidimensional QoS optimization for the composition plan. We design the algorithms for generating and optimizing the composite services. The simulation results show that our model and solution are practical and efficient.
Keywords :
grid computing; open systems; optimisation; quality of service; ChinaGrid; Q-SAC; QoS optimized service automatic composition; automatic grid service composition; distributed services; grid resources; multidimensional QoS optimization; virtual organizations; Algorithm design and analysis; Application virtualization; Computational modeling; Computer architecture; Design optimization; Distributed computing; Grid computing; Middleware; Multidimensional systems; Quality of service;
Conference_Titel :
Cluster Computing and the Grid, 2005. CCGrid 2005. IEEE International Symposium on
Print_ISBN :
0-7803-9074-1
DOI :
10.1109/CCGRID.2005.1558622