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When run on 80 processors, this version of PPP took only 67 min to extract probes, while some 87 h were needed by the sequential version of PPP.
The performance of the parallel algorithm was tested for industrial case studies and the results were compared with those yielded by the sequential version.
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The theoretical estimates were made from the times obtained by executing the sequential version, which executes everything within the same node (and the same processor).
A still modest Cyclone version clocked at 100 MHz is able to outperform the sequential version by a factor of 38.
The results show that FEMOEA-Paral is able to maintain the effectiveness of the sequential version and this by reducing the computational costs.
Finally, the Speedup column shows the speedup of the GPU version compared to the sequential version.
We developed a sequential version of the Perumalla and Deo parallel algorithm [10], and we extended the sequential version for solving the related problems.
Regarding the sequential version, we estimate about 380x the speedup of the high performance GPU version against the about 140x of the naıve version.
First we present the execution times of the sequential version of the algorithms.
Furthermore, the parallel program ran substantially faster than the sequential version.
The faster Stratix IV is projected to perform approximately 190 times faster than the sequential version.
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