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Copyright © 2014 Oracle and/or its affiliates. All rights reserved. |
Datenanalyse mit Oracle R Enterprise (ORE) for Beginners
DOAG2015 19. November 2015
Dr. Nadine Schöne Systemberaterin
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Steckbrief
3
OD Presales bei Oracle in Potsdam seit 2,5 Jahren Middleware, insbesondere:
• Mobile • Cloud • Java
Datenbank: Oracle R Enterprise (Datenanalysen) Hintergrund Naturwissenschaftlerin (Biologie, Mathematik, Bioinformatik)
@schoenenadine
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
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.
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Was ist ORE?
5
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Analytics Tools Analytics OOB Applications
6
Industry Analytic Data Models
Information Access and Analysis Tools
Business Process Analytic Applications
Industry Analytic Applications
Fast Data Processing Batch Data Processing
Data
Continuous Real-Time Analytics
Data Repository Data Warehouse
Data Integration and Governance
Performance Data Transactional Data Attitudinal Data Descriptive Data Behavioral Data Interactional Data
Oracle Business Activity Monitoring
Oracle Stream Explorer
Many Industry Data Models (Retail,
Telecom, Airlines, etc.)
Many Industry Applications (DataRaker,
Tekelec, etc.)
Many Business Applications
(Eloqua, Taleo, Responsys, etc.)
Oracle Big Data
Discovery
Oracle Business
Intelligence
Oracle Advanced Analytics
Oracle Spatial and
Graph
Oracle Big Data SQL
Oracle Exadata
Oracle Data Integration and Governance
Oracle SaaS (ERP, CRM, HCM)
Oracle BlueKai Oracle Datalogix
Oracle Big Data Appliance
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Analytics Tools Analytics OOB Applications
7
Industry Analytic Data Models
Information Access and Analysis Tools
Business Process Analytic Applications
Industry Analytic Applications
Fast Data Processing Batch Data Processing
Data
Continuous Real-Time Analytics
Data Repository Data Warehouse
Data Integration and Governance
Performance Data Transactional Data Attitudinal Data Descriptive Data Behavioral Data Interactional Data
Oracle Advanced Analytics
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Datenbankoption: Advanced Analytics
Oracle Data Miner
Oracle R Enterprise
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
R Engine andere R-Packages
Oracle R Enterprise Packages
User R Engine (Dektop)
1
User-Tabellen
Oracle DB SQL
Ergebnisse
Datenbank Compute Engine 2 R Engine andere
R-Packages
Oracle R Enterprise Packages
R Engine(s) verwaltet durch Oracle DB
R
Ergebnisse
3
Post-Processing der Ergebnisse
Analysen, die in der Oracle DB nicht verfügbar sind
Ausführung in Collaboration mit der Oracle DB
„Collaborative Execution“-Modell
Demo
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Weitere Informationen
13
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Sensordaten-Analyse I
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200.000 Haushalte
3 Jahre
1 Messung/Stunde
5.256 Mrd. Messwerte (2.628 Messwerte/Kunde)
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Sensordaten-Analyse II
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10 s/Modell
200.000 Haushalte ➔
200.000 Modelle
23 Tage + 4 Stunden 4,3 Stunden
Oracle R Enterprise
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
“R is a powerful and interesting tool for data analysis! ORE brings R into a scalable DB engine (solving problems of data management, analysis and scalability). We actually can obtain information and added value from not so actively used data.”
– Stefano Alberto Russo, Researcher at CERN Openlab
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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Beta Version noch in 2015: FastR => Beta Tester gesucht!
Für R Community frei verfügbar!
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
https://www.r-consortium.org/
18 Oracle Confidential – Internal
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
DB EE Option: Advanced Analytics
Oracle Confidential – Internal/Restricted/Hig
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http://www.oracle.com/technetwork/database/options/advanced-analytics/index.html
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
https://cloud.oracle.com/bigdatapreparation
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Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Kontakt
Dr. Nadine Schöne| Systemberaterin
Email: [email protected]
Tel: +49 331 200 7190
ORACLE Deutschland B.V. & Co. KG
Schiffbauergasse 14
14467 Potsdam
