ondrea
Uploaded by
6 SLIDES
213 VUES
60LIKES

Explore Microsoft Cloud Numerics: Advanced Data Analytics for C# Applications

DESCRIPTION

Cloud Numerics, launched by Microsoft, is a powerful numerical and data analytics library tailored for data scientists and quantitative analysts using C# in Visual Studio. This library facilitates seamless scaling, deployment, and execution on Windows Azure, enabling complex operations like ANOVA and Principal Component Analysis. With features like distributed arrays, advanced mathematical functions, and user-friendly deployment tools, Cloud Numerics simplifies handling large datasets. For more information, visit the provided links or check out the live demo.

1 / 6

Télécharger la présentation

Explore Microsoft Cloud Numerics: Advanced Data Analytics for C# Applications

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Microsoft Codename “Cloud Numerics” Big Data Workshop 3/10/2010 Roope Astala (roastala@microsoft.com)

  2. What is Cloud Numerics? • Anumerical and data analytics library for data scientists, quantitative analysts, and others who write C# applications in Visual Studio. • It enables these applications to be scaled out, deployed, and run on Windows Azure. • Example applications: ANOVA, Principal Component Analysis • Released as SQL Azure Lab in January 2012.

  3. Cloud Numerics Features • Distributed arrays: use aggregate memory of multiple compute nodes to build huge arrays. • Indexing and assignment: x[i,j] = y[k,l] • Array primitives: double z = ArrayMath.Sum(x*y) • High-level scale-out functions for math, linear algebra, statistics: varusv = Decompositions.Svd(x) • Distributed Dense Array x Distributed Dense Array y

  4. Deployment tools • Visual Studio Solution Template • Graphical User Interface for deploying an application from Visual Studio to Windows Azure

  5. To the live demo… For notes on example, see: http://blogs.msdn.com/b/cloudnumerics/archive/2012/02/07/cloud-numerics-example-analyzing-demographics-data-from-windows-azure-marketplace.aspx

  6. Links • Cloud Numerics at SQL Azure Labs, and Sign Up http://www.microsoft.com/en-us/sqlazurelabs/labs/numerics.aspx • The demo example http://blogs.msdn.com/b/cloudnumerics/archive/2012/02/07/cloud-numerics-example-analyzing-demographics-data-from-windows-azure-marketplace.aspx • Wiki http://social.technet.microsoft.com/wiki/contents/articles/5993.microsoft-codename-cloud-numerics.aspx • Email us: cnumerics-feedback@microsoft.com

More Related