Transcription
Enterprise Scalable R:The Future is Now!Jamie Powers, DrPHDirector, Real World Evidence & Data ScienceHUM AN HEALT H ENVIRONM E N TAL HEALT H 2014 PerkinElmer
Outline What defines a scalable archtecture? Myths about Enterprise Scalable R The Future is Now: Spotfire ecosystem & Tibco Enterprise Runtime R (TERR) Business Use Case Examples Clinical Operations Real World Evidence Conclusions Q&A2
What defines a Scalable Architecture? Delivers maximumperformance ondemand Provides unifiedaccess to all Users Centralizedgovernance withauditability Most importantly:Complies with ‘allthings IT’3
Myths and Truths: Enterprise Scalable RMythTruthR is slowTibco Enterprise Runtime R (TERR)has solved thisR cannot be validatedYes it can!Read this:www.r-project.org/doc/R-FDA.pdfRegulatory agencies do not accept RAgencies do not endorse any specificsoftware.Read it again!www.r-project.org/doc/R-FDA.pdfTakes too long to learn R4R is made much easier in the Spotfireecosystem
The Future is Now: Spotfire Ecosystem5
The Future is Now:TIBCO Enterprise Runtime for R (TERR) TERR provides an enterprise-classenvironment for integrating anddeploying statistics and predictivemodeling across the enterprise Combine the agility of open source Rwith the speed and reliability of anenterprise platform Unique, enterprise-quality runtime forthe R language - Brings scalability &stability to agile R Faster, more robust and more memoryefficient than R Easily integrate predictive analyticsconsistently across the organization6
TERR Deployment in SpotfireSpotfire and TERR localTERR on server Build models on big data directly in TERR onserver and display results in Spotfire Run TERR as parallel sessions on Hadoopcluster, controlled and visualized in SpotfireBuild models on data usinglocal TERR engine embeddedin SpotfireResultsLarger DataDataModelingODBCJDBCData Source SDCFileLocalTERRSpotfireData oth Spotfire and TERR can load data from any ODBC or JDBC compliant source or fromSpotfire Data Connections (SDC) or Spotfire Information Links stored in the Spotfire library.7 Copyright 2000-2015 TIBCO Software Inc.
Use Case Example #1: Clinical, Enrollment Simulation8
Use Case Example #2: RWE, Cohort Builder9
Use Case Example #3: RWE, running OHDSI packagesScreen clipping taken: 9/13/2016 1:13 PM10
Conclusions We are ready for Enterprise Scalable R today! Tibco TERR engine provides high-performance R The Future is now because the technology exists to create arobust Enterprise Scalable R platform! Talk to us about how we can help your group today!11
Thank You!Jamie Powers, DrPHDirector, Real World Evidence and Data PH
Tibco TERR engine provides high-performance R The Future is now because the technology exists to create a robust Enterprise Scalable R platform! Talk to us about how we can help your group today! Thank You! Director, Real World Evidence and Data Science Jamie Powers, DrPH
