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Since the load balancer uses the same octree-based technique employed by the partitioner, the overall change in the partitions is minimized and a reduced amount of data migration is realized.
The method can be used to characterize the bathymetry of a cross-section based on a reduced amount of data exclusively of a geometric type, namely, the elevation of the lowest point of the channel cross-section, the observed, georeferenced flow widths and the corresponding water levels measured during the events.
On the contrary, a purely random sampling in along-track direction without skipping the entire spatial sampling positions would not lead to an improvement in coverage rates but only to a reduced amount of data.
Unfortunately, performance data of candidate mates presented to the first six lid females and first five stalk females subjected to the No-Interaction tests were lost, and one of the stalk females died after the second No- Interaction test trial, leading to a reduced amount of data on male performance in these tests.
This is true for practical reasons (estimating phylogenies takes time, and may be prohibitive for large numbers of groups), and for analytical reasons (there is a reduced amount of data in small clusters of sites, so phylogenies may be inaccurately estimated; it is better to focus the power of the smaller datasets on estimating only the substitution rates).
A preview/alignment mode that is used to get a coarse overview of the imaged area and to optimize the alignment of scanning optics with respect to the sample: In this mode, a reduced amount of data (128 A-scans/B-scan) is recorded and displayed online in real time (just the intensity image of a single channel).
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The training contains a reduced amount of information that is well-structured and understandable.
This global optimization targets the creation of the best possible system with a reduced amount of required training data.
The reduced amount of data in audio results in lower processing overheads, and encourages a more complex computational approach to analysis.
After the appropriate cycle frequencies have been located, the SCF can be computed using the equivalent method of frequency smoothing on the reduced amount of data: (12).
However, the statistically significant clusters of voxels were less extensive, probably due to the reduced amount of data for this comparison.
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