datarobot solution and hortonworks data platform · processes on hadoop data nodes, and you will...

PARTNER BRIEF “The integration of DataRobot and Hortonworks Data Platform will enable organizations to derive even higher value in their Enterprise Hadoop platform. Our combined solution creates a powerful, scalable, end-to-end process for leveraging machine learning across the enterprise. We’re excited to partner with Hortonworks to make it easier for organizations to get more value out of their big data.” Seann Gardiner EVP of Business Development DataRobot As the volume and complexity of data has increased exponentially, organizations are investing in Hadoop as a solution for their big data initiatives. To maximize the value of this big data, these same organizations are turning to machine learning to develop predictive models to gain insights that drive real business value. Hortonworks and DataRobot enable organizations to get the most value out of their data by integrating enterprise-grade scalability and predictive modeling. By harnessing the power of Hadoop, DataRobot takes advantage of Hortonworks data and computing resources to deliver advanced automated machine learning that empowers users across the organization to perform data science at enterprise scale. The Hortonworks Data Platform and DataRobot solution delivers: Management DataRobot uses Hortonworks Ambari Stacks. You manage and monitor DataRobot using the exact same tools you use today. DataRobot uses Hortonworks Ambari to distribute runtime libraries to the Hadoop Data nodes; there are no extra installation and configuration tasks when you add a node. Auditing & Lineage Hortonworks Ambari tracks DataRobot lifecycle events and security-related events just like any other process running in your Hortonworks cluster. Hortonworks also tracks the DataRobot analysis and model files, and Apache Atlas provides you with a visualization of data lineage. Light Footprint DataRobot runs on standard Hadoop-spec commodity hardware. It requires no long-running processes on Hadoop Data nodes, and you will not need to replace or upgrade your Hadoop servers. In addition, DataRobot does not need a proprietary storage layer; it works directly with HDFS. DataRobot users can work directly with HDFS files, and the application uses HDFS to store analysis datasets and models. DataRobot Solution and Hortonworks Data Platform

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Page 1: DataRobot Solution and Hortonworks Data Platform · processes on Hadoop Data nodes, and you will not need to replace or upgrade your Hadoop servers. In addition, DataRobot does not

PARTNERBRIEF

“TheintegrationofDataRobotandHortonworksDataPlatformwillenableorganizationstoderiveevenhighervalueintheirEnterpriseHadoopplatform.Ourcombinedsolutioncreatesapowerful,scalable,end-to-endprocessforleveragingmachinelearningacrosstheenterprise.We’reexcitedtopartnerwithHortonworkstomakeiteasierfororganizationstogetmorevalueoutoftheirbigdata.”

SeannGardinerEVPofBusinessDevelopmentDataRobot

As the volume and complexity of data has increased exponentially, organizations are investing in Hadoop as a solution for their big data initiatives. To maximize the value of this big data, these same organizations are turning to machine learning to develop predictive models to gain insights that drive real business value. Hortonworks and DataRobot enable organizations to get the most value out of their data by integrating enterprise-grade scalability and predictive modeling. By harnessing the power of Hadoop, DataRobot takes advantage of Hortonworks data and computing resources to deliver advanced automated machine learning that empowers users across the organization to perform data science at enterprise scale.

The Hortonworks Data Platform and DataRobot solution delivers:

Management

DataRobotusesHortonworksAmbariStacks.YoumanageandmonitorDataRobotusingtheexactsametoolsyouusetoday.DataRobotusesHortonworksAmbaritodistributeruntimelibrariestotheHadoopDatanodes;therearenoextrainstallationandconfigurationtaskswhenyouaddanode.

Auditing&Lineage

HortonworksAmbaritracksDataRobotlifecycleeventsandsecurity-relatedeventsjustlikeanyotherprocessrunninginyourHortonworkscluster.HortonworksalsotrackstheDataRobotanalysisandmodelfiles,andApacheAtlasprovidesyouwithavisualizationofdatalineage.

LightFootprint

DataRobotrunsonstandardHadoop-speccommodityhardware.Itrequiresnolong-runningprocessesonHadoopDatanodes,andyouwillnotneedtoreplaceorupgradeyourHadoopservers.Inaddition,DataRobotdoesnotneedaproprietarystoragelayer;itworksdirectlywithHDFS.DataRobotuserscanworkdirectlywithHDFSfiles,andtheapplicationusesHDFStostoreanalysisdatasetsandmodels.

DataRobot Solution and Hortonworks Data Platform

PARTNERBRIEF

•

DATAROBOTHASEARNEDTHEHDPCERTIFIEDREADYBADGE

TheHortonworksProductIntegrationCertificationProgramreviewsandcertifiestechnologiesforarchitecturalbestpractices,validatespartnertechnologiesagainstacomprehensivesuiteofintegrationtestcases,benchmarksforscaleundervariedworkloadsandiscomprehensivelydocumented.

DATAROBOTINTEGRATIONWITHHDP

DataRobot www.datarobot.com [email protected]

FROMBIGDATATOPREDICTIVEINSIGHTS

DataRobotsitsontopoftheHortonworksDataPlatformtoenableuserswiththeabilitytoutilizeautomatedmachinelearningtoperformpredictivemodelingontheirdataandgettothemostaccuratemodelsinlesstime.

About Hortonworks Hortonworks is a leading innovator at creating, distributing and supporting enterprise-ready open data platforms. Our mission is to manage the world’s data. We have a single-minded focus on driving innovation in open source communities such as Apache Hadoop, NiFi and Spark. Our open connected Data Platforms power Modern Data Applications that deliver actionable intelligence from all data: data-in-motion and data-at-rest. Along with our partners, we provide the expertise, training and services that allow customers to unlock the transformational value of data across any line of business. We are Powering the Future of Data™.

Contact Hortonworks +1 408 675-0983 +1 855 8-HORTON INTL:+44(0) 20 3826 1405 www.hortonworks.com

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