How to Use the PowerPoint Template

Datenanalyse mit
Oracle R Enterprise (ORE)
for Beginners
Dr. Nadine Schöne
Systemberaterin
DOAG2015
19. November 2015
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Steckbrief
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
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3
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 © 2015 Oracle and/or its affiliates. All rights reserved. |
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Was ist ORE?
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Analytics Tools
Analytics OOB Applications
Industry Analytic
Data Models
Industry Analytic
Applications
Many Industry Data
Models (Retail,
Telecom, Airlines, etc.)
Many Industry
Applications (DataRaker,
Tekelec, etc.)
Oracle Business
Activity Monitoring
Oracle Stream
Explorer
Business Process
Analytic Applications
Information Access
and Analysis Tools
Oracle
Big Data
Discovery
Oracle
Advanced
Analytics
Many Business
Applications
(Eloqua, Taleo,
Responsys, etc.)
Oracle
Business
Intelligence
Oracle
Spatial and
Graph
Batch Data Processing
Fast Data Processing
Oracle Big Data SQL
Data Warehouse
Data Repository
Continuous
Real-Time Analytics
Oracle
Exadata
Oracle Big Data
Appliance
Data Integration and Governance
Oracle Data Integration and Governance
Data
Performance Data
Transactional Data
Attitudinal Data
Oracle SaaS
(ERP, CRM, HCM)
Descriptive Data
Behavioral Data
Oracle BlueKai
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Interactional Data
Oracle Datalogix
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Analytics Tools
Analytics OOB Applications
Industry Analytic
Data Models
Industry Analytic
Applications
Business Process
Analytic Applications
Information Access
and Analysis Tools
Oracle Advanced
Analytics
Batch Data Processing
Fast Data Processing
Data Warehouse
Data Repository
Continuous
Real-Time Analytics
Data Integration and Governance
Data
Performance Data
Transactional Data
Attitudinal Data
Descriptive Data
Behavioral Data
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Interactional Data
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Datenbankoption: Advanced Analytics
Oracle Data Miner
Oracle R Enterprise
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„Collaborative Execution“-Modell
1 User R Engine (Dektop)
3 R Engine(s) verwaltet durch Oracle DB
2 Datenbank Compute Engine
Oracle DB
SQL
R Engine
andere
R-Packages
Oracle R Enterprise Packages
Post-Processing
der Ergebnisse
Ergebnisse
User-Tabellen
R Engine
R
Ergebnisse
Ausführung in Collaboration
mit der Oracle DB
andere
R-Packages
Oracle R Enterprise Packages
Analysen, die in der Oracle
DB nicht verfügbar sind
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Demo
12
Weitere Informationen
13
Sensordaten-Analyse I
200.000 Haushalte
5.256 Mrd. Messwerte
(2.628 Messwerte/Kunde)
1 Messung/Stunde
3 Jahre
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
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Sensordaten-Analyse II
200.000 Haushalte
➔
200.000 Modelle
Oracle R
Enterprise
10 s/Modell
23 Tage + 4 Stunden
4,3 Stunden
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
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“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
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
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Für R Community frei verfügbar!
Beta Version noch in 2015:
FastR => Beta Tester gesucht!
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https://www.r-consortium.org/
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. | Oracle Confidential – Internal
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DB EE Option: Advanced Analytics
http://www.oracle.com/technetwork/database/options/advanced-analytics/index.html
Copyright © 2015 Oracle and/or its affiliates. All rights reserved. |
Oracle Confidential –
19
https://cloud.oracle.com/bigdatapreparation
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Kontakt
Dr. Nadine Schöne| Systemberaterin
Email: [email protected]
Tel: +49 331 200 7190
ORACLE Deutschland B.V. & Co. KG
Schiffbauergasse 14
14467 Potsdam
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