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AIAI

AI

Digital Transformation/DX

AI

6

7

10

14

18

21

27

28

33

40

51

DevOps54

61

64

66

SI69

ICT70

74

SI78

82

SI87

91

92

95

100

104

()()AIIoT

3

()()

UberAirbnb

IoT

AI

IoT

/NHK/2015

CASEConnectAutonomousSharedElectric

CASE

CASECASEConnectedAutonomousSharedElectric

1300m33ConnectedAutonomous

Shared

Shared

ElectricEUElectric

CASE

CASE

Electric

Autonomous

CASE

3

MOOCs(Massive Open Online Courses) MOOCs

ICT

CASE : Daimler AG2016

IT20043

1IT

2IT

3ITIT

IDC3/3

IT

20043

1IT

2IT

3ITIT

1IT

2IT

1ITIT

3ITIT

ITIT

IDCIT13

1

2/

3/

23

IDC3

33

IoTAI3D

NEC

NEC4NEC.pptx

INFORMATION TECHNOLOGY AND THE GOOD LIFEErik Stolterman & Anna Croon ForsUme University /2004

http://www8.informatik.umu.se/~acroon/Publikationer%20Anna/Stolterman.pdf

DX

https://www.idcjapan.co.jp/Press/Current/20170406Apr.html

AIICT

ICT

ICT

AIAI

ICT

ICT

NEC

NECNEC.pptx

IoT

ICT

ICT

ICT

11001Disruptive

3

/

AI

WebAI

POS

AmazonECAIAmazon EchoKindleAmazon Prime MusicAmazon GoAmazon

AI

AI

Physical WorldCyber WorldCyber-Physical SystemCPS

CPSIoTIoT=CPS

NEC

NECDX(CPS)NEC.pptx

WebAICPSIoT

CPS

CPS

IoT

Physical World

IoTInternet of Things

IoTCyber World

Digital Twin

GPS

100

FacebookLINE

Web

2009252020300500Web

AI

Web

Artificial Intelligence/AI

AI

AIMachine Learning

ICTCPS/Cyber-Physical SystemIoT

WebAI

CPS

CPS(Application Program Interface / API)

CPS

IoTCPS

CPSIoT

IoT

IoTInternet of Things1999Auto-IDKevin AshtonIoT

AI

CPS

IoEInternet of EverythingCisco SystemsIoT

()

OSOSCPU

OSOS

FaaSFunction as a Service

1.

2.

3.

1

IoT

24365

3IDC

FaaS: Function as a Service AWS LambdaMicrosoftAzure Cloud FunctionsGoogleGoogle Cloud Functions

SaaS: Software as a Service

PaaS: Platform as a Service OS

API: Application Program Interface

NEC

DXNEC.pptx

VR/ AR/ MR

HTAPOLTP/OLAP/

LPWALow Power, Wide Area

5G

VR/ AR/ MR

VRVirtual Reality :

VR

Oculus RiftHTC VivePlayStation VR

3D

ARAugmented Reality

AR

Go

MRMixed Reality

3

ARARMR

VRCGMRVR3D

HoloLensWindows Mixed Reality

deep reinforcement learningGenerative Adversarial Network

blockchainP2P

BitcoinOSS2009

[]

51%

HTAPOLTP/OLAP/

Hybrid Transactional and Analytical ProcessingOLTPOnline Transaction ProcessingOLAPOnline Analytical Processing

SAP HANAOracle DatabaseMicrosoft SQL Server

OLTPDBOLAPDBDBOLTP DBOLAP DBDBDBApache SparkHTAP

HTAPIoTAI

LPWA

IoTInternet of ThingsLPWALow Power, Wide Area

LPWA

BluetoothZigBee1IoT

3G/LTE1IoT

LPWA100bpskbps3G14.4Mbps5.76MbpsLTE150Mbps50MbpsIoT

LoRaWANNB-IoTSIGFOX

5G

55G4G2020

19801G19902G20003G20104G5G4GIoT

5G

LTE10010G20Gbps100Mbps

100

5G15G

5G

5G

AppleA11 BionicHuaweiKirin 970

IoT

IoTAIASICFPGA

QCDQ C D

DevOps

QCD

DevOps

Platform as a Service/PaaSSoftware as a Service/SaaSSaaSAPIApplication Program Interface

DevOps

DevOps

DevOps

4

Volatility

Uncertainty

Complexity

Ambiguity

1.Emphasize

2. Define

3. Ideate

4. Prototype

5. Test

2

1.Build

MVPMinimum viable product

2.Measure

MVPEarly Adopters

3.Learn

MVP

1986Jeff Sutherland1990

1.(Iterative)

=12

2.(Incremental)

3.(Adaptive)

5.(Self-Organized)

5.(Cell Production)

DevOps

DevelopmentOperationsDevOps

DevOps3

1.

DevelopmentOperations

2.

3.

ICT

DevOps

ICT

ICT

IT

ICT

ICT

QCD

SIDevOps

MVPMinimum viable Product/DevOps

ICT

MVPMinimum viable Product/

DevOps

SI

ICT

ICT

SI

2000

1980

ICT

ICTICT

AIPaaSAPISaaS

SI

QCD

SI

2004C.K.The Future of Competition: Co-Creating Unique Value With Customers-Co-CreationCo-Creation

The End of Competitive AdvantageSI

20(neue Kombination)

IoTGoods Dominant Logic

IoT

Service Dominant Logic

CoCreation C.K. // 2004

/ / 2014

SI

SI

SI

ICT

QCD

SIDevOps

3

IDC

ICT

NEC

2020NEC.pptx

1Strategy

2Operation

3Tactics

1Strategy

2Operation

3Tactics

1Strategy

IoTFinTech

2Operation

ICT

ICT

3Tactics

ICT

ICTICT

SI

System of RecordSoR/1System of EngagementSoE/2

SoR/1SoE/2SISoR/1SI

Geoffrey A. Moore2011Systems of Engagement and The Future of Enterprise ITSystems of EngagementSoESoE

Moment of Engagement

System of RecordSoRSystem of EngagementSoE

System of RecordSoRERPSCM

System of EngagementSoECRM

12

GartnerSoR1SoE2

1

1

/

2

2ICT

Good Enough

/

12

12

SI

SoE/2SoR/1SoR/1SoE/2

IT

SISI

SoR/1SoE/2SISoE/2SoR/1SI

SoR/1SoE/2SI

Systems of Engagement and The Future of Enterprise IT/Geoffrey A. Moore/ 2011

http://info.aiim.org/systems-of-engagement-and-the-future-of-enterprise-it

Bimodal / Gartner

https://www.gartner.com/it-glossary/bimodal/

ICT

SI

ICT

IoT

IT

ICT

IoT

15

SI

ICT

NEC

NEC.pptx

2

2

5

2UberairbnbNetflix

DevOps

QCD

5

AI

12

ATMIC

AIAI

AI

60020182200IT

12 / R&D / 2016

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