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Using the parallel algorithm considered in [12], we suggest and analyze a parallel iterative method for solving this system.
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The training was speedup using the parallel learning algorithm described in [33] running on a Linux server with 12 cores.
The Message Passing Interface (MPI) standard is used for the parallel algorithm programming.
Table 4 shows the extra memory size (in pixels) and the percentage of memory increase for several video frame resolutions and number of processes used in the parallel algorithm.
In order to validate the algorithm proposed, the unorganized point cloud was obtained by a 3D scanner and then reconstructed using the parallel computing region-growing algorithm.
The salient features of the proposed method are to employ the new design of TS signal in the estimation of CIR at every sampling time and the time domain equalization method of using the parallel block inverse matrix algorithm.
Then, a dendrogram is built, using the parallel neighbor-joining clustering algorithm described earlier, from all the pair-wise DP alignment scores from step (i).
The IDEWEP portal greatly eases the access and use of the parallel algorithm in high performance architectures.
The improvement or loss in each indicator when we use DIAMoND versus the parallel algorithm is shown in the 3rd column of each plot.
The absolute speed-up (as defined in equation 12) remains significant regardless of the number of nodes used, showing that the parallel algorithm is always faster than the best serial algorithm.
Two interesting physical problems, namely, the double-valued ω ψ structure in two-dimensional decaying turbulence and the collapse of the bubble cap in the Boussinesq simulation, are solved by using the proposed parallel algorithms.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com