Title :
Solving a media mapping problem in a hierarchical server network with parallel simulated annealing
Author :
Zhou, Xiaobo ; Lüling, Reinhard ; Xie, Li
Author_Institution :
Center for Parallel Comput., Paderborn Univ., Germany
Abstract :
Advances in storage and high-speed broadband communication network technologies are making it feasible to design and implement distributed scalable video-on-demand server networks. In this paper a hierarchical structure for a server network is proposed to support a metropolitan TV-Anytime service. A key issue, how to map the media assets onto such a hierarchical server network, is addressed in this paper. The definition and heuristic methods for the solution of this new combinatorial optimization problem are presented. The mapping problem studied here addresses the management of media assets taking the storage capacity, communication bandwidth limitation and access pattern into account. The methods presented in this paper are based on parallel simulated annealing and are verified by the use of a set of benchmark instances. The results show that the methods provide a near to optimal performance in terms of the Quality of Service (QoS)
Keywords :
parallel programming; quality of service; simulated annealing; video on demand; access pattern; benchmark instances; broadband communication network; combinatorial optimization; communication bandwidth limitation; distributed scalable video-on-demand server networks; hierarchical server network; hierarchical structure; media mapping problem; metropolitan TV-Anytime service; near to optimal performance; parallel simulated annealing; quality of service; storage capacity; Bandwidth; Computational modeling; Intelligent networks; Large-scale systems; Multimedia systems; Network servers; Parallel processing; Quality of service; Simulated annealing; Streaming media;
Conference_Titel :
Parallel Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
0-7695-0768-9
DOI :
10.1109/ICPP.2000.876089