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Our selection of the MapReduce framework is notable because, even for jobs bound by linear or linearithmic time and space, data sets and analysis can quickly prove unwieldy at the tera- and petabyte scale (see Table 4).
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The advantage of this method is that it can be applied for evenly as well as unevenly spaced data sets (Press et al. 1992).
Figure 1 depicts a diagram of the M-EPI pulse sequence and the de-multiplexing of signal into m by n k-space data sets each of which subsequently undergoes 2D image reconstruction.
A pre-contrast image (complete k-space data set) was acquired first, using a standard spin-echo technique.
Looking at all occurrences of a particular DNA word in the genome, we can extract the distances between the genomic locations of every two neighboring occurrences and use this set of distances as a spacing data set for this particular word.
We first developed a pipeline that identifies novel miRNAs from letter space (Illumina) and color space (SOLiD) data sets (fig. 1 C) to identify and extend miRNA gene sets in these species.
NASA's National Space Science Data Center NSSDCC) provides internet access to a large number of space physics data sets and models.
After correction for slice scan time and head motion within a volume, functional volumes were coregistered with the Talairach space anatomical data sets to generate volume time courses.
Thus, although advances in high-throughput sequencing expand the bounds of viral sequence space, these data sets are dominated by uncharacterized sequences (usually 60 95%), termed 'viral dark matter' (Reyes et al., 2012; Youle et al., 2012; Mizuno et al., 2013; Brum and Sullivan, 2015).
Stolle et al. (2013) present an overview of potential applications of data from the Swarm mission for space weather purposes, also in association with other ground-based and space-based data sets.
This paper presents a case study to compare the application of these three methods in reproducing channels from a section of Amazon River based on two differently spaced conditional data sets.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com