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Yet some large customers struggled with costs, which increase with volume of data ingested.
The extension taking place is to support a unified view over data ingested from social media data sources.
As the feeding response observed was a binary data (ingested or rejected the TS pellet), binomial test was used for the data statistical analysis.
The ingestion ratio for each pH treatment of agar gel pellet was calculated, and the binary data (ingested or rejected) was analyzed using binomial test.
As binary data (ingested or rejected) was collected in the present study, the one-tailed binomial test was used to determine the significance of difference among the treatments.
The schema evolution challenge refers to the problem of handling unexpected changes in the schema and structure of the data ingested [15, 16].
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The procedure for augmenting the local schemas upon schema evolutions in the APIs of their data sources is automatically repeated to keep up-to-date metadata about the physical schema of the data instances ingested from each data source.
Fig. 2 Examples of personal data instances ingested from two data sources.
Indeed, it's the part of the service that handles the data ingesting and indexing that sets PAIRS Geoscope apart from other big data analytics services.
For the HPC nodes, communication is a sum of the time for copying the data to and from computation nodes, while for Hadoop the sum of data ingesting and preprocessing times was counted as the communication expense.
The remotely sensed precipitation, modelled run-off and evapotranspiration data are ingested into this spatially distributed model that is parameterized using Shuttle Radar Topography Mission (SRTM) digital elevation data, Tropical Rainfall Measuring Mission (TRMM) rainfall and estimated run-off and evapotranspiration data.
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