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Computer Architectures for Machine Perception, International Workshop on (2005)
Palermo, Italy
July 4, 2005 to July 6, 2005
ISBN: 0-7695-2255-6
pp: 309-314
Oscar D. Robles , Estad?stica y Telem?tica
Angel Rodr?guez , Universidad Polit?cnica de Madrid
Luis Pastor , Estad?stica y Telem?tica
Jos? L. Bosque , Estad?stica y Telem?tica
ABSTRACT
This paper presents a parallel implementation of a CBIR system which has been designed for several multiprocessor architectures. The paradigm that best fits the problem?s needs is a farm based solution: a master process distributes the work load among the slave processes, and when they have finished, the master collects the partial results computed on each slave process. The multiprocessors used in the tests are a shared memory machine with eight processors -a Silicon Graphics Origin 2000- and a cluster with 16 PCs. In order to evaluate both architectures, the experimental results have been collected under several configurations, considering dynamic load balancing for the cluster based implementation. This paper analyzes the performance achieved by the different setups from the viewpoints of speed, price and scalability, presenting the conclusions that can be extracted from the results? comparison.
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CITATION
Oscar D. Robles, Angel Rodr?guez, Luis Pastor, Jos? L. Bosque, "Performance Analysis of a CBIR System on Shared-Memory Systems and Heterogeneous Clusters", Computer Architectures for Machine Perception, International Workshop on, vol. 00, no. , pp. 309-314, 2005, doi:10.1109/CAMP.2005.40
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