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REvolution Confidential                                        RevolutionDeploying R evolution R E nterpris e with B us in...
Revolution ConfidentialOur C us tomers Want to…                                 REvolution Confidential                   ...
Revolution Confidential                                                                                            REvolut...
Revolution ConfidentialA dvanc ed A nalytic s and B us ines sIntelligenc e                                        REvoluti...
Revolution ConfidentialR is the bes t c hoic e for job                REvolution Confidential                             ...
Revolution ConfidentialA dding A dvanc ed A nalytic s                    REvolution Confidential                          ...
Revolution ConfidentialR evolution R E nterpris e - Deployment                     REvolution Confidential                ...
Revolution ConfidentialC us tomer Us e C as es                         REvolution Confidential                            ...
Revolution Confidential                                       REvolution Confidential                                     ...
Revolution Confidential                                         REvolution Confidential                                   ...
Revolution ConfidentialR evoDeployR – K ey A dvantages                 REvolution Confidential                            ...
Revolution ConfidentialR evoDeployR                                  REvolution Confidential                              ...
Revolution ConfidentialR evoDeployR - A rc hitec ture                                                          REvolution ...
Revolution ConfidentialR evoDeployR - S erver                                     REvolution Confidential                 ...
Revolution ConfidentialR evoDeployR                                    REvolution Confidential                            ...
Revolution ConfidentialR evoDeployR                                             REvolution Confidential                   ...
Revolution ConfidentialR evoDeployR                                         REvolution Confidential                       ...
Revolution ConfidentialR evoDeployR                                         REvolution Confidential                       ...
Revolution ConfidentialR evoDeployR – R E S T ful A P I                                         REvolution Confidential   ...
Revolution Confidential                                                                                REvolution Confiden...
Revolution ConfidentialR evoDeployR – S tateful E xample                            REvolution Confidential               ...
Revolution ConfidentialR evoDeployR - S c alability                  REvolution Confidential                              ...
Revolution ConfidentialT hank you.                                                                      REvolution Confide...
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Integrate Your Advanced Analytics into BI Apps and MS Office and Multiply Their Value

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Transcript of "Integrate Your Advanced Analytics into BI Apps and MS Office and Multiply Their Value"

  1. 1. REvolution Confidential RevolutionDeploying R evolution R E nterpris e with B us ines s Intelligenc e A pplic ationsDavid C hampagneMay 8, 2012 Revolution Confidential
  2. 2. Revolution ConfidentialOur C us tomers Want to… REvolution Confidential Revolution Be more productive  Stop cutting and pasting analytics into MS Office applications  Get feedback from a wider variety of analytic consumers Make the company’s “analytic consumers” self-sufficient  Provide the model and secure access to data and let them iterate and learn Provide more timely updates  Model updates with new data, so not restricted to “scheduled” reporting intervals Deliver more value through BI application investment  Advanced analytics complements traditional BI reporting, and can leverage the work already done Elevate the value of the analytics team  Once people see what’s possible, they’ll want more
  3. 3. Revolution Confidential REvolution Confidential RevolutionMost advanced statisticalanalysis software available The professor who invented analytic software forHalf the cost of the experts now wants to take it to the massescommercial alternatives2M+ Users Power2,500+ Applications Finance Statistics Life Sciences Predictive Manufacturing Analytics Productivity Retail Data Mining Telecom Enterprise Social Media Readiness Visualization Government 3
  4. 4. Revolution ConfidentialA dvanc ed A nalytic s and B us ines sIntelligenc e REvolution Confidential Revolution Obtain greater insights by adding advanced Analytics  Predictive modeling  Sales Forecasts  Customer Affinity  Associations  Clustering and Classification Expose this capability to the business users 4
  5. 5. Revolution ConfidentialR is the bes t c hoic e for job REvolution Confidential Revolution R is a programming language Catalog of over 2500 open-source add-on packages Community  Thousands of contributors, 2 million users  Resources and help in every domain Develop and deploy your models with the same environment 5
  6. 6. Revolution ConfidentialA dding A dvanc ed A nalytic s REvolution Confidential Revolution Use the same analytic toolset across applications and platforms  Web  Reporting and Dashboards  Custom Interactive applications  Mobile  Desktop Applications  Excel  Custom Apps via(.NET, Java)  Enterprise Processes via SOA 6
  7. 7. Revolution ConfidentialR evolution R E nterpris e - Deployment REvolution Confidential Revolution Individual H S Analysts O S S T S HDFS Database Appliance Deployment Servers High Workload Hadoop Cluster Clusters Business Users 7
  8. 8. Revolution ConfidentialC us tomer Us e C as es REvolution Confidential Revolution Major NY Bank using Revolution R Enterprise to Create and Deploy Equity Trading models  500+ Analysts using the developed models Major Hospital Network doing analytics on clinical data to generate treatment efficacy predictions and capacity forecasting  Executive staff using output of analytics to make business decisions 8
  9. 9. Revolution Confidential REvolution Confidential RevolutionDemos Polling Question #3 9
  10. 10. Revolution Confidential REvolution Confidential RevolutionR evoDeployR 10
  11. 11. Revolution ConfidentialR evoDeployR – K ey A dvantages REvolution Confidential Revolution Unlocks all the power of R to any 3rd party application Easy to use API – Rapid deployment Scalability – Add nodes as you need them Separation of expertise  Statistician - Just writes R code, no need to know about the application  Application programmer – calls the API to execute an R script, and gets the output. 11
  12. 12. Revolution ConfidentialR evoDeployR REvolution Confidential Revolution Designed to be Enterprise Ready  Comprehensive collection of Web Service APIs  Enterprise Security  Stateful and Stateless execution of R Code/Scripts  Asynchronous Job Execution  Repository for managing R objects and files  Administration 12
  13. 13. Revolution ConfidentialR evoDeployR - A rc hitec ture REvolution Confidential RevolutionEnd User Desktop Business Interactive Web or Applications Intelligence Mobile (i.e. Excel) (i.e. QlikView) ApplicationsApplication Client libraries (JavaScript, Java, .NET)Developer HTTP/HTTPS – JSON/XML RevoDeployR Web ServicesAdmin Session Data/Script Authentication Administration Management ManagementR RProgrammer R R 13
  14. 14. Revolution ConfidentialR evoDeployR - S erver REvolution Confidential Revolution Applications Admin R R R RevoDeployR Web Grid Node Management Console Services API R Grid Management R R Framework Grid Node Spring3 Framework J2EE Framework R R R Grid Node SQL Database WebDAV Repository R R Session 14
  15. 15. Revolution ConfidentialR evoDeployR REvolution Confidential Revolution Web Services Layer  Implemented as RESTful API accessed via HTTP or HTTPS  Support for both JSON and XML formatted payloads  Client libraries in JavaScript, Java and .NET to make integration easy 15
  16. 16. Revolution ConfidentialR evoDeployR REvolution Confidential Revolution R Scripts and R Code  Stateless execution of pre-defined R Scripts  Supports both Anonymous and Authenticated access  Project is automatically created, inputs loaded, R script executed, outputs returned, and session destroyed  Stateful execution  Must be an authenticated user  Project is explicitly created/destroyed  R script or R code executed in the defined project  Jobs  Code and Script can be executed as a background job  Results are persisted and can be retrieved later
  17. 17. Revolution ConfidentialR evoDeployR REvolution Confidential Revolution R Developer  Create R code, defining inputs and outputs  Inputs – R Objects  Outputs – Files, Console, Warnings/Errors, R Objects  R Objects that can be rendered in JSON or XML as part of the API payload  Primitives (character, numeric, logical, date, factor)  Vector  Matrix  Data Frame  List 17
  18. 18. Revolution ConfidentialR evoDeployR REvolution Confidential Revolution Application Developer  Define RevoDeployR Server connection (URL)  *Authenticate  *Create/Open Project  Execute Script or Execute Code  Create list of inputs  R Objects  Create lists of named outputs (if any)  R Objects  *Close R Project * Required for Stateful execution 18
  19. 19. Revolution ConfidentialR evoDeployR – R E S T ful A P I REvolution Confidential Revolution Example HTTP Call to Create a Project format = json HTTP POST on API call: /r/session/create JSON Response { "deployr": { "response": { "success": true, "project": { "lastmodified": "Thu, 20 Oct 2011 18:27:29 +0000", "live": true, "origin": "Project original.", "longdescr": null, "name": null, "projectcookie": null, "ispublic": false, "owner": "testuser", "descr": null, "project": "PROJECT-5ab61ec0-09b9-44ea-837d-9e6f40a7e8a3" }, "call": "/r/project/create" } } } 19
  20. 20. Revolution Confidential REvolution Confidential RevolutionR evoDeployR – S tateles s E xample (J avaS c ript)var exeScript = function () { … // set the call back configuration var callback = { success : plot, failure: fail, scope : this, verbose : true }; var rnum = Y.Revolution.RDataFactory.createNumeric(input_randomNum, num); var scriptConfig = { rscript:DeployR - Hello World, inputs : [rnum]}; // execute RScript Y.Revolution.DeployR.repositoryScriptExecute(scriptConfig, callback); }; 20
  21. 21. Revolution ConfidentialR evoDeployR – S tateful E xample REvolution Confidential Revolution Use case - Simple Regression  Upload a CSV file to the RevoDeployR Server  Get a list of numeric variables  Run a simple regression using 2 of the variables  Return a plot Implementation  2 R Scripts  Read the uploaded CSV and return the list of numeric variables  Run the regression on the selected variables  Requires authentication (login)  R Session is explicitly created after login  Both scripts execute in the same R Session 21
  22. 22. Revolution ConfidentialR evoDeployR - S c alability REvolution Confidential Revolution Add compute nodes to handle changing workload requirements Execute code and scripts as background jobs Assign roles to nodes  Anonymous  Authenticated  Jobs 22
  23. 23. Revolution ConfidentialT hank you. REvolution Confidential Revolution The leading commercial provider of software and support for the popular open source R statistics language. www.revolutionanalytics.com 650.646.9545 Twitter: @RevolutionR 23
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