Sentence examples for by the distributed data from inspiring English sources

In this scenario, a good data locality is automatically ensured by the distributed data storage strategy used by HDFS.

The normally distributed data were tested by the t-test.

In [115], the design of classification algorithm took into account the input data that are gathered by distributed data sources and they will be processed by a heterogeneous set of learners.5 In this study, Tekin et al. presented a novel classification algorithm called "classify or send for classification" (CoS).

By distributed data, we mean the strategies used to distribute data in a large-scale system while accounting for performance and scalability.

The nonnormal distributed data were tested by nonparametric tests (Kruskal-Wallis tests).

Differences between continuous normally distributed variables were analyzed by the t-test for normally distributed data or by the Mann–Whitney U-test for non-normally distributed data.

This paper illustrates an approach to attack detection that analyzes just the standard statistics automatically generated by the Simple Network Management Protocol (SNMP) through unsupervised distributed data mining algorithms.

However, we note that sophisticated techniques that replace Gaussian distributed data by the transformed data obtained, e.g. through a semiparametric Gaussian copula (NPN-Copula; Liu et al. (2009)), can give substantial gains in accuracy over the naive analysis.

Treatments were compared using ANOVA with the Dunnett post hoc test for normally distributed data or by the Mann-Whitney test for nonparametric data.

This test requires the assumptions of normally distributed data, easily checked by techniques such as the Shapiro Wilk test.

The comparisons were calculated by using the Student´s t-test for normally distributed data and by nonparametric tests for non-normally distributed data (Wilcoxon for dependent samples).