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We conducted five additional behavioral measurements for those odorants (citral and l-carvone, respectively) that showed significant differences from the control in the initial screen, for sexes separately, at four different odorant concentrations and replicated the data from our initial screen at 1% (v/v) odorant concentration (Fig. S2).
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The SaaS provider uses a multi-cloud solution to distribute and replicate the data over multiple data centers.
In other words, the cloud will spread and replicate the data at several servers to achieve flexibility and reliability.
These were selected as data sources because of their data content and the ease of downloading and replicating the data structure.
The developed model was robust and replicated the features of the data from which it was built in simulations.
In its function as a fault-tolerance and data management system, as the user provides data to the framework, the HDFS splits and replicates the input data across a number of cluster nodes.
For both unreplicated data and replicated data the analysis can be performed in two ways: focus on cytosine level tests and summarize to the genomic region, or summarize the cytosine level information and test once over the whole region (Table 1).
As an all-software solution for storing immense quantities of distributed and replicated data, it quickly caught the eye of many working with big data including Red Hat, who purchased the company late last year.
This scheduler works well for large data applications and replicated data in grid environment.
Including all CpGs discovered and replicated in the 27K data set (8 CpGs, Table 2), and the 450K data set (4 CpGs, Table 3), our study could confirm smoking associations for 10 established and 2 potentially novel CpGs.
As such, obtaining both high quality and replicated data, as well as the ability to recover from an apparently failed hybridization experiment are important factors in microarray experimental design.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com