1.
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

2.
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

3.
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.
4

4.
Was ist ORE?
5

5.
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Analytics ToolsAnalytics 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

6.
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Analytics ToolsAnalytics 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

7.
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Datenbankoption: Advanced Analytics
Oracle Data Miner
Oracle R Enterprise

8.
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 DBSQL
Ergebnisse
Datenbank Compute Engine2
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

9.
Demo
12

10.
Weitere Informationen
13

11.
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Sensordaten-Analyse I
14
200.000 Haushalte
3 Jahre
1 Messung/Stunde
5.256 Mrd. Messwerte
(2.628 Messwerte/Kunde)

12.
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Sensordaten-Analyse II
15
10 s/Modell
200.000 Haushalte
➔
200.000 Modelle
23 Tage + 4 Stunden 4,3 Stunden
Oracle R
Enterprise

13.
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
16

14.
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Beta Version noch in 2015: FastR => Beta Tester gesucht!
Für R Community frei verfügbar!

15.
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
https://www.r-consortium.org/
18Oracle Confidential – Internal

16.
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
DB EE Option: Advanced Analytics
Oracle Confidential –
19
http://www.oracle.com/technetwork/database/options/advanced-analytics/index.html

17.
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
https://cloud.oracle.com/bigdatapreparation
20

18.
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Kontakt
Dr. Nadine Schöne| Systemberaterin
Email: nadine.schoene@oracle.com
Tel: +49 331 200 7190
ORACLE Deutschland B.V. & Co. KG
Schiffbauergasse 14
14467 Potsdam