Survey
* Your assessment is very important for improving the work of artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the work of artificial intelligence, which forms the content of this project
Neil Mendelson Vice President Big Data & Advanced Analytics Server Technology [email protected] @neilmendelson Copyright © 2015, Oracle and/or its affiliates. All rights reserved. | 1 Safe Harbor Statement The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions. The development, release, and timing of any features or functionality described for Oracle’s products remains at the sole discretion of Oracle. Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 2 Evolution Data Warehouse Data Warehouse & Big Data • Relational • Relational & Hadoop and NoSQL – On-Premises – On-Premises & Cloud • Transactional data • Transactional & Social, Web and IoT • Analytics, Data Mining • Analytics & Machine Learning Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | 3 The Power Of AND OR Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | Confidential – Oracle Internal/Restricted/Highly Restricted 4 Evolving Business Environment Mid-1990s On-Premises Commercial Products, Open Standards Pay-per-Product Digital Immigrants Today & into the Future… On-Premises & Cloud Commercial Products, Open Standards & Open Source Pay-per-Product & Subscription Digital Immigrants & Digital Natives Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | 5 Evolving “BIWA” Environment Mid-1990s Data Warehouse, Mart Today & into the Future… Data Warehouse, Mart & Pool, Factory, Lab Data Integration Data Management Analytics: Visual, Predictive & Statistical Application Development Infrastructure Security System, Network Administration & Management Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | 6 Data Integration Evolving “BIWA” Environment Mid-1990s Transactional Data Batch, Trickle Today & into the Future… Transactional & Web, Social, IoT Batch & Micro-Batch, Real-Time Data-at-Rest IT-based ETL Data Warehouse, Mart Data-at-Rest & In-Motion, IoT IT-based ETL & User-based Mashups Data Warehouse, Mart & Data Factory, Data Lab Golden Gate CS Integration CS Big Data Preparation CS Event Hub CS Messaging CS Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | DataFlow ML CS 7 Data Management Evolving “BIWA” Environment Mid-1990s Data Warehouse, Mart Structured Data Today & into the Future… Data Warehouse, Mart & Pool, Lake Structured & Semi-Structured, Unstructured Numerical Relational SQL Numerical & Text, Spatial, Graph, Image, Video Relational & NoSQL, Hadoop SQL & Rest, Scripting Langauges HDD HDD & SSD, In-Memory, NVM Database CS MySQL CS NoSQL CS Big Data CS Big Data SQL CS Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | Big Data - CE CS 8 Analytics Evolving “BIWA” Environment Mid-1990s Dashboards, Reports Structured Data Today & into the Future… Dashboards, Reports & Discovery Structured & Semi-Structured, Unstructured Desktop Visual Analytics Desktop & Web, Mobile Visual Analytics & Statistical, Predictive Business Intelligence CS Data Visualization CS Essbase CS Big Data Preparation CS Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | Big Data Discovery CS 9 Analytics: Predictive, Statistical Evolving “BIWA” Environment Mid-1990s Data Mining SAS, SQL Today & into the Future… Data Mining & Machine Learning, Adaptive, AI SAS, SQL & Spark, R, Scala, Python Data Subsets Numerical Separate Data Subsets & Full Data Set Numerical & Text, Spatial, Graph, Image, Video Separate & Imbedded in Tools, Apps Business Intelligence CS Database CS Data Visualization CS MySQL CS IoT CS NoSQL CS Big Data Discovery CS Big Data CS Big Data Discovery CS Big Data SQL CS Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | Big Data - CE CS 10 Information Management Reference Architecture Conceptual View Actionable Events Actionable Data Actionable Information Structured Enterprise Data Input Events Streaming Engine Data Pool Data Factory Enterprise Data Reporting Execution Innovation Curated & Raw Data Data Lab Actionable Insights & Algorithms Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | Other Data What is the Oracle Cloud Platform? Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | Oracle Cloud An integrated platform that provides unprecedented ability to take meaningful steps toward genuine business transformation Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | Oracle Cloud Supply Chain Data MGMT App Development Security Enterprise Integration Content Network Marketing Modern HR ERP/EPM Data Integration Big Data Compute Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | Sales Service Business Analytics Management Storage 14 Oracle Cloud: @Customer Behind Your Firewall SaaS PaaS IaaS Oracle Cloud Data Centers SaaS PaaS • Identity Java • Process • Documents Developer • Mobile • Messaging • Integration IaaS Compute • Storage Your Data Center On-premises Oracle Cloud IaaS, PaaS, and SaaS Platform Same Software, Compatible APIs, Seamless Workload Portability Subscription and Consumption-based Metered Pricing Addresses Business, Legislative, or Regulatory Requirements Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | 15 Coming to a city near you in 2017 North America • Atlanta • Austin • New York City • San Francisco • Toronto • Washington, D.C. Europe & Middle East • Brussels • Frankfurt • London • Moscow • Prague • Tel Aviv Asia Pacific • Bangalore • Beijing • New Delhi • Seoul • Sydney • Tokyo Latin America • Mexico City • São Paulo developer.oracle.com/code Copyright © 2017, Oracle and/or its affiliates. All rights reserved. | • Containers • Microservices & APIs • Al & Machine Learning • Chatbots • Low Code Platforms • DevOps • Multiple Programming Languages & Databases • Open Source Confidential – Oracle What’s Next? Try It Online Learn About It cloud.oracle.com/tryit developer.oracle.com Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | Copyright © 2016, Oracle and/or its affiliates. All rights reserved. | 18