20181127に実施されたDataRobot AI Experience Tokyoにおけるオラクル講演資料です。 「オラクルの考えるAI、そのアプローチ」と題して、OracleのAIソリューションの一部をご紹介し、Datarobot + Oracle Cloudソリューションをご紹介しました。

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AI Experience 2018 Tokyo

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Oracle Java Oracle Corporation

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Oracle’s AI Strategy AI
3
AI AI AI
SaaS PaaS AI AI
AI SaaS PaaS
50 ID
AI
AI
AI OSS AI
R Python TensorFlow OSS AI
AI AI
NVIDIA GPU IaaS
AI
Algorithms
Machine
Learning
Deep
Learning
Data
Integration
Data Lake
Deep
Warehouse
GPU
Flash
Storage
25 Gig
Ethernet
AI Development Platform
Data Management & Integration
High Performance Infrastructure
Applications
Trained
Models
Data
AI Embedded in SaaS & PaaS
< / >

4. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
4
The Oracle Marketing Cloud
Customer-Centricity. Marketing Simplicity. Enterprise Ready.
Web
• Data Management Platform
• Cross-Channel Marketing
• Social Marketing
• Content Marketing
• App-Cloud and BlueKai Partners
• Oracle Marketing Cloud Analytics
E
AI
Algorithms
Machine
Learning
Deep
Leraning
Data
Integration
Data Lake
Deep
Warehouse
GPU
Flash
Storage
25 Gig
Ethernet
AI Development Platform
Data Management & Integration
High Performance Infrastructure
Applications
Trained
Models
Data
AI Embedded in SaaS & PaaS
< / >

5. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
ERP Customer Data* Oracle Data Cloud Data Partners
100K+
1
1000K+
1
3 years
100K+ Millions
1
700+
B2B
400M
1,500
Web
11B
ID
4000+
B2B
100s
100K+/
21-point
250M
10,000+
ERP
* ERP
5
AI
Algorithms
Machine
Learning
Deep
Leraning
Data
Integration
Data Lake
Deep
Warehouse
GPU
Flash
Storage
25 Gig
Ethernet
AI Development Platform
Data Management & Integration
High Performance Infrastructure
Applications
Trained
Models
Data
AI Embedded in SaaS & PaaS
< / >

6. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Oracle
6
AI
/ /S
HW P
S a
Notebook
API
P
Object Storage
Hadoop/Spark
Database
GPU
…
R/Python/Spark
scikit-learn
TensorFlow
MXNet
…
S IT
AI
Algorithms
Machine
Learning
Deep
Leraning
Data
Integration
Data Lake
Deep
Warehouse
GPU
Flash
Storage
25 Gig
Ethernet
AI Development Platform
Data Management & Integration
High Performance Infrastructure
Applications
Trained
Models
Data
AI Embedded in SaaS & PaaS
< / >

7. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Oracle
7
Forrester Wave
Notebook-Based Predictive Analytics
And Machine Learning Solutions Q3/2018
https://blogs.oracle.com/emeapartnerbiepm/oracle-named-leader-in-the-forrester-wave-for-notebook-
based-predictive-analytics-and-machine-learning-solutions

8. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Oracle Analytics Cloud
8
BI AI
AI
Algorithms
Machine
Learning
Deep
Leraning
Data
Integration
Data Lake
Deep
Warehouse
GPU
Flash
Storage
25 Gig
Ethernet
AI Development Platform
Data Management & Integration
High Performance Infrastructure
Applications
Trained
Models
Data
AI Embedded in SaaS & PaaS
< / >

9. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Oracle Autonomous Database Cloud
9
D l l f Sag
Sag il l
Autonomous
Data Warehouse
ORACLE
AUTONOMOUS
DATABASE
Autonomous
Transaction Processing
f e / il l
-) ) ( -) ( )-) (
AI
Algorithms
Machine
Learning
Deep
Leraning
Data
Integration
Data Lake
Deep
Warehouse
GPU
Flash
Storage
25 Gig
Ethernet
AI Development Platform
Data Management & Integration
High Performance Infrastructure
Applications
Trained
Models
Data
AI Embedded in SaaS & PaaS
< / >

10. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Oracle Cloud Infrastructure
GPU s p CGVDN
10
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– I D AMCDMC DN
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– ( H
VDN
AI
Algorithms
Machine
Learning
Deep
Leraning
Data
Integration
Data Lake
Deep
Warehouse
GPU
Flash
Storage
25 Gig
Ethernet
AI Development Platform
Data Management & Integration
High Performance Infrastructure
Applications
Trained
Models
Data
AI Embedded in SaaS & PaaS
< / >

11. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | 11
Oracle Cloud Infrastructure
: GPU Tesla V100
¥270
/GPU/
¥367
/GPU/
¥377
/GPU/
EC2
(p3.16xlarge;
8GPU, 64vPCU, 488GB)
Amazon Microsoft
Compute
(BM.GPU3.8;
8GPU, 52 , 768GB)
Azure VM
(NC24rs_v3;
4GPU, 24 , 448GB)
GPU
* as of March 2018
AI
Algorithms
Machine
Learning
Deep
Leraning
Data
Integration
Data Lake
Deep
Warehouse
GPU
Flash
Storage
25 Gig
Ethernet
AI Development Platform
Data Management & Integration
High Performance Infrastructure
Applications
Trained
Models
Data
AI Embedded in SaaS & PaaS
< / >

12. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Oracle Cloud Infrastructure
Compute Storage Network ¥
12
Oracle Oracle AWS
Compute ü
ü
¥80.82/
Compute
(VM.Standard2.8; 16vCPU,
120GB, Windows)
¥180.48/
Amazon EC2
(m5.4xlarge; 16vCPU, 64GB,
Windows)
Storage ü
ü IOPS
¥5,222/
Block Volume
(1TB, 20K IOPS)
¥171,000/
Amazon Elastic Block Store
(io1; 1TB, 20K IOPS)
Network ü AD
ü 10TB/
ü
¥18,972/
FastConnect
(1Gbps, 100TB)
*
¥614,645/
Direct Connect
(1Gbps, 100TB)
*
%
%
%
* as of August 2018
Compute: ( 2 )
Storage/Network:
AI
Algorithms
Machine
Learning
Deep
Leraning
Data
Integration
Data Lake
Deep
Warehouse
GPU
Flash
Storage
25 Gig
Ethernet
AI Development Platform
Data Management & Integration
High Performance Infrastructure
Applications
Trained
Models
Data
AI Embedded in SaaS & PaaS
< / >

13. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
DataRobot + Oracle Cloud
13
AI
1.
2.
3.
ü
Autonomous DB
Database Cloud
ü /
ü
ü
Analytics / Data Science
Oracle Cloud Infrastructure
ü
Marketing Cloud
1
2
3
Object Storage

14. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
Oracle’s AI Strategy AI
14
AI AI AI
SaaS PaaS AI AI
AI SaaS PaaS
50 ID
AI
AI
AI OSS AI
R Python TensorFlow OSS AI
AI AI
NVIDIA GPU IaaS
AI
Algorithms
Machine
Learning
Deep
Leraning
Data
Integration
Data Lake
Deep
Warehouse
GPU
Flash
Storage
25 Gig
Ethernet
AI Development Platform
Data Management & Integration
High Performance Infrastructure
Applications
Trained
Models
Data
AI Embedded in SaaS & PaaS
< / >

15. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
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16. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. |
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17. Copyright © 2018, Oracle and/or its affiliates. All rights reserved. | 17
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0120-155-096
9:00-12:00 / 13:00-17:00
Copyright © 2018 Oracle and/or its affiliates. All rights reserved. |

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