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  1. Computing Quantiles for Streaming Data | Intel® Developer Zone

    https://software.intel.com/en-us/node/497951

    Summary Statistics provides a method for computing quantiles that supports out- of-memory data.

  2. mkl-vsl-ss-overview.pdf (282.91 KB)

    https://software.intel.com/sites/default/files/article/180905/mkl-vsl-ss-overview.pdf

    Sep 13, 2012 ... Intel® MKL VSL Summary Statistics addresses demand in ... moments, skewness , kurtosis, variation, quantiles, order statistics. • Estimation of ...

  3. Overview of Summary Statistics (SS) in Intel® MKL | Intel ...

    https://software.intel.com/en-us/articles/overview-of-summary-statistics-ss-in-intel-mkl-v103

    Apr 7, 2011 ... Using VSL Summary Statistics algorithms, you can compute the basic statistical estimates like moments or quantiles for your observation matrix, ...

  4. Processing Data in Blocks | Intel® Developer Zone

    https://software.intel.com/en-us/node/497946

    Dealing with Missing Observations · Computing Quantiles for Streaming Data ... processing datasets in blocks, see Table VSL Summary Statistics Estimates ...

  5. vsl-training-materials-v11.pdf (641.38 KB)

    https://software.intel.com/sites/default/files/90/28/vsl-training-materials-v11.pdf

    Jul 3, 2012 ... Intel® MKL Vector Statistical Library (VSL) o Random ... VSL in applications .... Minimum, maximum, quantiles/streaming quantiles, and order.

  6. Intel® MKL 10.3 Release Notes | Intel® Developer Zone

    https://software.intel.com/en-us/articles/intel-mkl-103-release-notes

    Jun 26, 2012 ... ... VSL: Improved performance of viRngGeometric on Intel® Advanced .... partial, and robust covariance/correlation, quantiles and streaming ...

  7. VSL: features and performance

    https://software.intel.com/sites/default/files/m/4/e/d/b/f/38187-VML_VSL_Overview.pdf

    Aug 22, 2011 ... VSL provides a number of generator subroutines implementing commonly ..... minimum, maximum, quantiles/streaming quantiles, and order.

  8. Intel MKL 10.3 is now available

    https://software.intel.com/en-us/forums/intel-math-kernel-library/topic/286769

    Nov 9, 2010 ... VSL: A set of new Summary Statistics functions was added covering basic ... partial, and robust covariance/correlation, quantiles and streaming ...

  9. Intel® Math Kernel Library

    https://software.intel.com/sites/products/collateral/XE/Intel_MKL10-3_Brief_101011-2.pdf

    Statistics Functions - Vector Statistical Library (VSL) and Summary Statistics .... covariance/correlation, quantiles and streaming quantiles, outliers detection ...

  10. About Summary Statistics | Intel® Developer Zone

    https://software.intel.com/en-us/node/497926

    The Summary Statistics is a subcomponent of the Vector Statistical Library (VSL) ... Dealing with Missing Observations · Computing Quantiles for Streaming Data ...

  11. 05-mkl-for-linux.pdf (845.37 KB)

    https://software.intel.com/sites/default/files/managed/08/85/05-mkl-for-linux.pdf

    Quantiles, order statistics. •Min/max ... functions (VML) and vector random number generators (VSL)]. • Sparse Solvers ... VSL (Vector Statistical Library).

  12. Data race conditions in daxpy in MKL 10.2 Update 6

    https://software.intel.com/en-us/forums/intel-math-kernel-library/topic/286741

    Nov 10, 2010 ... VSL: A set of new Summary Statistics functions was added covering basic ... partial, and robust covariance/correlation, quantiles and streaming ...

  13. Intel(R) Summary Statistics Library Application Notes

    https://software.intel.com/sites/default/files/m/3/3/9/e/2/16815-ISSL_Application_Notes.pdf

    the Intel® Summary Statistics Library uses the Vector Statistical Library (VSL) .... allows getting an ε-approximate quantile (that is, the element in the dataset ...

  14. Download

    https://software.intel.com/sites/products/collateral/XE/mkl_brief.pdf

    correlation, quantiles and streaming quantiles, outliers detection algorithm, and ... enhanced capabilities across many MKL domains, PARDISO, FFTs, and VSL.

  15. intel-mkl-in-depth-training.pdf (1.22 MB)

    https://software.intel.com/sites/default/files/0e/37/intel-mkl-in-depth-training.pdf

    Jun 26, 2012 ... (VSL). Tuned for Intel processors – current and future. Intel® AVX optimizations ..... Covariance SP Covariance DP Quantiles SP Quantiles DP.

  16. Optimize Financial Applications using Intel® Math Kernel Library

    https://software.intel.com/sites/default/files/MKL_FSI_webinar.pdf

    Minimum, maximum, quantiles/streaming quantiles, and order statistics ... Initialize VSL Summary Stats task */. P = P; m = M; x_storage ...

  17. Statistical Summary Library Overview | Intel® Developer Zone

    https://software.intel.com/en-us/articles/statistical-summary-library-overview

    Nov 8, 2010 ... Intel® Summary Statistics Library: hot to compute quantiles for streaming data? mkl-vsl-ss-overview.pdf (282.91 KB) Download Now ...

  18. release-notesc-cmac-update12.pdf (415.34 KB)

    https://software.intel.com/sites/default/files/managed/54/01/release-notesc-cmac-update12.pdf

    Aug 29, 2012 ... quantiles and streaming quantiles, outliers detection algorithm, and missing ... 6) VSL: Improved performance of Multivariate Gaussian random ...

  19. release-notesf-m-en-u9.pdf (394.75 KB)

    https://software.intel.com/sites/default/files/managed/e0/28/release-notesf-m-en-u9.pdf

    Jan 31, 2012 ... VSL: Improved the performance of the single precision MT19937 and MT2203 .... computation of quantiles (streaming data case), and 1PASS.

  20. 10_IntelMathKernelLibrary.pdf

    https://software.intel.com/sites/default/files/managed/7e/ef/10_IntelMathKernelLibrary.pdf

    Quantiles, order statistics. • Min/max ... functions (VML) and vector random number generators (VSL)]. ▫. Sparse Solvers ... VSL (Vector Statistical Library).

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