; ø % Ã iot É ü c ü - jasa · facebook $174 12.4k google $745 61.8k ibm $818 379k microsoft...

1

IoTIoT2016 9 6

[email protected] Skill, Inc.

2

IoT

3$0

$50

$100

$150

$200

$250

$300

$350

97 98 99 00 01 02 03 04 05 06 07 08 09 10 11 12 13 14 15

VC

4

60%

VC

5

$0

$10

$20

$30

$40

$50

$60

2009 2010 2011 2012 2013 2014 2015 2016

$141.1

$20.1

• On Demand Economy• Uberization

Sharing Economy

• 70 488• 162,000

$33.9• 192• 33,000• 50

6

Stanford

Tesla

8

2015

$0 $50 $100 $150 $200

Amazon $1070 231K

Apple $2337 110K

Facebook $174 12.4K

Google $745 61.8K

IBM $818 379K

Microsoft $936 118K

Oracle $383 132K

9Universum Student Survey 2015

1.2.3.4. Amazon5. Facebook6. IBM7. NASA

1.2.3.4. Nike5. J.P.Morgan6. Eanst & Young7. Goldman Sachs

GoogleMicrosoftApple

Google

AppleWalt Disney

10

Amazon Twitter

1000500 999100 499

HP

IBM

Oracle

Microsoft

Apple GoogleFacebook

Quartz (http://qz.com/) 2015 2LinkedIn

12

http://www.google.com/trends/

2014 2015 2016

14

IaaS Infrastructure PaaS PlatformSaaS SoftwareBPaaS Business ProcessBaaSSaaSSaaSDBaaSDaaSAaaSMaaSNaaS

X as a Service (XaaS)

BillingSecurity Storage DatabaseDataAnalyticsMarketing, MonitoringNetwork

15

Network as a ServiceLAN, WAN

AEC 256Aryaka NetworksPertinoPlexxiViptela

Cloud Network Engine

16

Cloud EnablerIaaS Cloud.com, VMware OpenStack

PaaS Google AppEngine, Heroku, RedHat OpenShift

SaaS SaaS Dell Boomi, Informatica SnapLogic,Talend

VM Cloud Passage, Hytrust, TrendMicroCipherCloud, PerspecSys, Vormetric

Single Sign On Okta, Ping Identity OpenSSO,OpenAM

/

AWS Import/Export, RacemiAppzero, Terremark CloudSwitch

Docker

17

Cloud Enabler

Cloud Management Platform (CMP) CliQr, RightScale, Scalr

Application Performance Management (APM)

AppDynamics, New Relic,Riverbed

API Management API APIgee, Mashery MuleSoft,

ApiAxle, Tyk, Umbrella

Billing as a Service (BaaS)

Metering ,

Aria Systems, Zuora,

Cloudability, PlanForCloud

/

Git, MercurialSOASTA Selenium, Junit, JMeter

Jenkins, ContinuumChef Puppet

18

CMP

SOAP, REST

Cloud Management PlatformCMP)

CliQrDell Cloud ManagerRightScaleScalr

CMP

19

Application Performance Management (APM)

UX

AppDynamics

20

APISaaSIaaS, PaaS

API

B2B API

Web API

API

API

APIgeeAxwayMasheryMuleSoftApiAxleTykUmbrella

21

2016 State of the Cloud Report

10601001 433101 1000 265100 362

29%25%26%11%9%

61%19%

17%

7%

22


18%

95%

77%

6% 5%71%

89%

23

37%38%39%39%39%41%

52%52%

58%62%

0% 20% 40% 60%

ITCapEx OpEx

BC


24


0% 10% 20% 30% 40%

25


4%

5%

7%

7%

10%

20%

57%

10%

8%

10%

13%

18%

29%

17%

6%

5%

8%

8%

13%

15%

8%

0% 20% 40% 60% 80%

Oracle Cloud

Digital Ocean

IBM SoftLayer

VMware vCloud Air

Google (IaaS+PaaS)

Azure (IaaS+PaaS)

AWS

26


9%

13%

13%

15%

19%

19%

44%

18%

10%

14%

12%

13%

19%

10%

9%

6%

7%

6%

8%

10%

5%

0% 20% 40% 60%

Ms Asure Pack

CloudStack

Ms System Center

Bare-metal Cloud

VMware vCloud Suite

OpenStack

VMware vSphere/vCenter

27

2015

E 53%

318 2%ID 4 2,900 23%

Symantec Internet Threats Trend Report 2016

2,056

28http://www.informationisbeautiful.net/visualizations/worlds-biggest-data-breaches-hacks/

29

Target44$43M

$100MCIO: Beth Jacob CEO: Gregg Steinhafel

2013-10 JP Morgan 80002013-12 Target 1 10002013

2014-4 HomeDepot 5600E 5300

2014-7 20702-14-11 Sony Pictures 4 7000

30333333333330000000000000000

Pew Research Center 2016 42000

31

ID/

DDoS

+VM VM VM

32

IaaS PaaS SaaS

CSP

CSP

CSP

33

IaaS SSH SSL

SaaS

CipherCloud, HyTRust, PerspecSys, SafeNet,HPE Sercurity (Voltage Security)

34

Trend Micro Deep Security

VMware ESX/vSphere

Deep SecurityVirtual Appliance

IDS/IPS

VM VM

35

Trusted Execution Technology (TXT)Trusted Computing Group → ISO/IEC 11889Intel TXT: Xeon E5, E7

HyTrust

VMwarevCenter

MPU TPM

VM VM

MPU TPM

VM

Trusted Platform Module• RSA SHA-1•• Platform Configuration Registers

36

Cloud Security Alliance (CSA)

Security Guidance for Critical Areas of Focus in Cloud Computing

CSA

Security, Trust & Assurance Registry (STAR)Certificate of Cloud Security Knowledge (CCSK)

http://www.cloudsecurityalliance.jp/

37

Cloud Maturity Model CMM

Optimized

Managed

Defined

Repeatable

Initial

Legacy

Open Data Center Alliance: Cloud Maturity Model

38

CMMIaaS PaaS SaaS

ITaaSSaaS

, E

39

AppDirecttSaaSMAXAppirioAstadia

SaaS NetSuiteSfDCCiscoIBMAmazonGoogle

CitrixVMware

40

AWS

Service Cloud

41

AWS

4

7.3%

+70% 23.6%

42

CSP2015

43

2016 Gartner Magic Quadrant for IaaS

Synergy Research GroupIaaS 2016

Amazon31%

Ms AzureIBMGoogle

44

SaaS

$0 M

$1,000 M

$2,000 M

$3,000 M

$4,000 M

$5,000 M

04 05 06 07 08 09 10 11 12 13 14 15

Salesforce.com +32%

45

$0 M

$200 M

$400 M

$600 M

$800 M

$1000 M

05 06 07 08 09 10 11 12 13 14 15

Oracle$19 Taleo

IBM$13 Kenexa

SaaS

SAP$83 Concur$34 Successfactors

ServiceNow +46%Workday +93%NetSuite +33%Tableau +58%

46$0

$1000

$2000

$3000

$4000

$5000

01 02 03 04 05 06 07 08 09 10 11 12 13 14

BMC

Compuware

CA

Lawson

$20

Infor $20

Thoma Bravo$25

5

47

SaaS

20,000

SaaS

& SaaS

1,400 1,800 16,800

IDC Direction 2014

48

Adobe

$0 M

$1,000 M

$2,000 M

$3,000 M

$4,000 M

$5,000 M

2007 2008 2009 2010 2011 2012 2013 2014 2015

OmnitureNeolane

Day Software EchoSign7

67%

24%

9%

49

System Integrator

SIer CSI CSP

Cloud Service Provider

Cloud Solution ProviderCloud Service Integrator

50

―

51

$574M

- $145M-$500 M

$0 M

$500 M

$1,000 M

$1,500 M

$2,000 M

$2,500 M

NetSuite SfDC ServiceNow Workday

GAAPNon-GAAP

SaaS 2015$5,013M

GAAP: Generally Accepted Accounting Principles

54

3,776,863

549,479

18

929

1,229

1,855

SMB11,793

55

Amazon Google IBM Microsoft SfDC VMware

SaaS

PaaS

IaaS

CloudEnabler

EC2S3

EBS

Hyper-V ESX

GoogleApps

SmartCloud

SfDC.com

App Engine

Compute

Force.comElastic M/RElastic BT

Lotus LiveCognos

Rational

Office Live

SQLserver

Azure

Jimbra

CloudFoundry

VMforce.com

56

Cloud Service BrokerITaaS

DevOpsSoftware-Defined Infrastructure

NoSQLBA, Internet of Things

57

Quiz

7,6097.3%

10 4,876

5894 95 96 97 98 99 00 01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16

98,795

Internet Systems Consortium

4,116

59

de4.5%

br4.3%

it2.7%

cn1.9%

net37.9%

com13.5%jp

7.3%

27.9%

2016 1

60

2004 Google MapReduce2006 Google BigTable

Yahoo Hadoop Apache2007 Amazon, Dynamo

MongoDB2008 Facebook Cassandra Apache

Cloudera2009 MapR Technologies

Amazon EMR2011 Yahoo Hortonworks

CouchDB2012 Altiscale Hadoop as a Service

Hadoop

61

SQL vs NoSQL Not only SQLSQL NoSQL

OLTP , SNS,BI,

AtomicityConsistencyIsolationDurability

Basically AvailableSoft-stateEventually consistent

62

NoSQL/

Memcached Redis

Hibari DynamoVoldemort

BigtableHbaseHypertable

Cassandra

CouchbaseMongoDBNeoj4 InfiniGraph

63

2010 Hadoop2012 Hadoop2013 Hadoop

63

18932015 $259

1725 19 66 1

x86 834Oracle, DB2, Informix ETL

COBOL 7000 Pig 50COBOL 6 Pig 10

IT $200

64

BA

Data Mining KnowledgeDiscoveryRDBMS

NoSQL

EDW

65

Descriptive Analytics OLAP

Predictive Analytics Recommendation

Prescriptive Analytics

Operations Research

Decisive Analytics

66

WalmartDescriptiveAnalytics

In-Basket-Analysis

&

20%

67

Click Stream

PaySelectAdd to Cart

Register

Login

Search

Enter Home

Browse

A D E FB & F

A B C D

E F

DescriptiveAnalytics

Descriptive + Predictive Analytics

68

Recommendation System

F

C F

F

Predictive Analytics B

B

BContent-Based Filtering

Descriptive + Predictive Analytics

69

Social Media AnalyticsSocial Web Analytics

SNS

70

Predictive PolicingSanta Cruz

6 602010 160 495UCLA George Mohler PP

1 27%

Santa CruzPP

8

71Analytics: The real-world use of big data: IBM Institute of Business Value, University of Oxford 2012

95 1,067

/

/

Recommendation

72

EDW

Data Science

BusinessAnalytics

NoSQLBusiness

IntelligenceRDBMS

74

$0

$500

$1,000

$1,500

$2,000

$2,500

2011 2012 2013 2014 2015 2016 2017 2018 2019 2020

SaaS

IaaS/PaaS

Big Data+BA

76

BI, BA

BSC KPI√ 1―n (ai-a )2nΣi=1 √ 1―n (bi-b )2

nΣi=1

1―n (ai-a )nΣi=1

(bi-b )AIBI

77

Software-Defined Business

On-Demand Economy

Subscription Economy

78

Internet of Things IoT

Web of ThingsEmbedded InternetIndustrial Internet

Machine to Machine (M2M)

79

Internet

80

IoT

Smart Grid

Smart Home

Smart Office

Smart City

Smart Store Smart Farm

Smart Factory

Smart Transportation

Smart Healthcare

81

IoT

/

82

Cyber Physical System (CPS)

Knowledge Discovery

83

7

6

5

4

3

2

1

IoT

84

IoTCO, CO2, CH4, CH2O, NOx, NH4GPS

RFIDARM Beagle Bone Black, Raspberry Pi, Samsung GalaxyApple A6, A7 iPhoneIntel Atom, Quark Intel Edison

Ethernet, RS232C, RS485, USBNFC, RFID

PAN Bluetooth, DASH7, ZigBee, Z-WaveLAN Wi-Fi

WANWiMAX

3G, 4G, LTE, 5GLoRa

85

Quiz

GPS

86

ADC

DAC

Wi-Fi

87

SiP SoC

System on Chip(SoC)

System in Package(SiP)

ADC DAC

ADC DAC

88

Raspberry Pi Intel EdisonCPU ARM 700MHz Dual-core Atom 500MHzGPU 250 MHz

256MB, 512MB 1GB DDR, 4GB3.3V, 5V 3.3 4.5V1.5W, 3W, 3.5W, 4.5W 5.5W 13mW, Wi-Fi 40mW

Ethernet, Wi-Fi, Bluetooth Wi-Fi, Bluetooth1 2 4 2Debian, Fedra, Arch Linux Yocto Linux

$20 $35 $50

89

4G

5G10Gbps

1Gbps

100Mbps

10Mbps

1Mbps

100Kbps

10Kbps

802.11a11b11g

802.11ac11ad11n

RFID

3G

NFC

WiFi

802.16eWiMAX

DSRC

Bluetooth

802.15.3WPAN

ZigBee PAN

Z-Wave

90

2G

4G

5G

3G

BLE : Bluetooth Low Energy = Bluetooth 4.0LTE MTC: LTE Machine Type Communication, LTE-MLPWAN : Low Power Wide Area Network

Bluetooth

ZigBeeBLE

Z-Wave LPWAN

91

IoT

Consumer IoT (CIoT)

appliance Smart Home

Industrial IoT (IIoT)Embedded InternetM2M

Smart CitySmart FactorySmart Farm

Smart Healthcare

92

Consumer IoT (CIoT)

Apple Apple watch iPhone $299~

FitBit Wrsitband $40~GoogleLevi’s Jacquard

Ralph Lauren Polo Tech

Tinitell Smart Locator GPS $179

iSWIMBAND Drowning Detection $30

93

Consumer IoT (CIoT)

TVApple Apple TV TV, , Netflix,Hulu

Siri$69

$149Amazon Fire TV 4000 , Netflix,Hulu $40~

Berc Cloudwash £1699

Kwikset Kevo $195

Lockitron BOLT $99

Nest Lab Protect $85

Nest Lab Thermostat $249

Philips Hue $50~$180

Edyn Garden Sensor $100

CatFi Cat Feeder

94Dash $50 Dash Button $5

23.5cm

Echo$180

95

AWS IoT

$19.95

Node.js, Python, Java

100USA $5Tokyo $8

AWS IoT

Dynamo

96

Industrial IoT (IIoT)

AR,GPS

RFID, AI, ML, AI, BD

, RFID

97

United Parcel Service UPS)24 IT 5,000

IT $109

39 kmOn-Road Integration Optimization and Navigation (ORION) System

, ,GPS → , ,→

2008 20112013 1

568 ℓ $500CO2 14,000

2014 700343 1.48 ℓ

98

Progressive InsuranceSnapshot

MetroMilePay-per-mile

Uber

99

Tesla Motors

2013 102013 11

2003 Elon Musk VC $823M

Firmware Over the Air

(FOTA)

100

2000 VC $60.7M2011 IPO2013 Avis Budget Group $500M

9512,000

▪ $20▪ $7 +$7/

+$79/▪▪

▪

101

Industrial IoT (IIoT)

Air Quality Egg CO, CO2, NO2, SO2

BreezoMeter 7Park Mobile

Car2Go, ZipcarCiti Bile, Indego, Capital Bikeshare

Flood BeaconAT&T, IBM

102

Air Quality Egghttp://airqualityegg.com/

Air Quality Egg$240 airqualityegg.com

http://wickeddevice.com

103

BreezoMeter

7000API

AccuWeatherDysonGE SmartCity

104

520 GB/

$2,15040% 20

GE Flight Efficiency Services (FES)

Qantas Air 2014 $105M(2%)

105

Product as a ServiceOn Demand + Pay-as-You-go

▪ Rolls-Royce TotalCare▪ GE OnPoint

▪ 2015 GM : $500M LyftVW : $300M GettBMW: Scoop

▪ 2016 Ford: Uber: Uber

▪ : ▪ :

106

SmartGrid

IT

107

PG&E SmartMeter

10

108

SmartMeter

9 1300 (2020)5,850 (2014)1,000 (2015)

SmartRate

109109

110110

111Complex Event Processing(CEP)

Proactive BA

112

IoT

113

IoT

114

IPIPv4 232 42IPv6 2128 340 1 1

115

IoT

3GPP LTE AT&T, Cisco, Intel,

LoRA Alliance Low Range Cisco, IBM, SK TelecomM2M Standard-ization Task Force (MSTF)

M2M Telecom Industry Association

oneM2M M2M AT&T, Cisco, IBM

Open Mobile Alliance (OMA) Wap Forum

IBM, LG, Motorola, Nokia, Sony

Thread Group 6LoWPAN Nest Lab, Samsung

Z-Wave Alliance

Z-Wave ADT, LG, Panasonic, Sharp, T-Mobile, Verizon

116

IoT

Allseen AllianceLinux Foundation

AllJoyn Cisco, LG, Microsoft,Panasonic, Qualcomm

Kaa IoT org

OneM2M M2MAPI AT&T, Cisco, IBM

Open Interconnect Consortium (OIC)

IoTivity (IoT ) Dell, Intel, Samsung

SiteWhere IoT SiteWhere LLCZetta IoT org

117

IoT

HyperCAT Accenture, ARM, Broadcom, BT, Cisco, IBM, Intel, Fujitsu

Industrial Internet Consortium IIC) Industry IoT AT&T, Cisco, GE, IBM, Intel

Personal Connected Health Alliance (PCHA)

/

M2M M2M 110

IoT(IoT )

1000

118

Web API

Web of Things (WoT)

HTML

IoTW3C

119IoT

WoTComposition LayerSharing Layer SNS

Findability Layer WebHTML5 MicrodataRDFJSON-LDXML

Accessibility Layer Web API HTTP RESTHTML5 Websocket

Ethernet, RS232C CoAP, MQTT

120

• 2014 Google Physical Web GitHubApple HomeKit

• 2015 Amazon IoT Message BrokerGE PredixIBM IoT FoundationMicrosoft Azure IoT SuiteSamsung SmartThings

• 2016 HPE Universal IoT• Cloud IoT Platform• Lumada• NEC CONNEXIVE

121

IoT1.

2. IoT

• CANBUS• Modbus• SCADA• RS485

• 6LoWPAN• Bluetooth• Wi-Fi• ZigBee

3. 4. 5. 6. .

122

IoT

123

Cloud Security Alliance

IoT

124

IoT

LTE••

IoT

Wi-Fi

EPC

125

IoT

126

Orchestrater

IoT

Docker(iNode MI)

iNode

iNode

SaaS

127

IoTCisco

Ericsson

Gartner

IDC

1282015-8

21.4

311

418

129

IoTIDC

Gartner

130

IoT

Gartner 2015-11

131

ERP

CRM

WebBig Data

IoT

GB TB PB EB ZB

Data Explosion

EmbeddedIndustrial

M2MSearch

B2BB2C

UGCSNSSMS

Mobile

132132

IoT VC

CB Insight

133

IoT

McKinsey Global Institute 2015

$4 $11.2

134

Cloud Computing

Fog Computing

135

!

136

Quiz

20159,080 24.8

1 9,800 54.2PC

14 3,290 392.62 7,622 75.6

138

ERPCRMHCM

SCM

140

1800

1900

2000

e-Conomy

141

nonlinear

global

disruptive

142

Metcalfe

Gilder

Moore

Zuckerberg

143

0

20

40

60

80

100

06 07 08 09 10 11 12 13 14 15 16 17 17 19 20

AWSMPU

Moore

10 /

2 /

144

Global & Borderless

145

Disruptive Technologies

146

Quiz

1481111111144444444444448

15115115111111151

152

IT ( )

ISV Independent Software Vendors

VAR

ISVISV

VAR

ISVISV ISVISV

VARVARVAR

153

IT

5000

24.6

1000

7

7000

220

10,000

3.7

23.75000

155

CFO CMOCIO

CEO

Director Director Director

156

Social Enterprise

157

800 1850 1900 1950 2000 205

158$0 $2 $4 $6 $8 $10 $12 $14 $16 $18

GDP 2015

CIA World Factbook

77.6%48.4%

72.2%

69.1%

79.0%

79.6%

71.9%

159

IBM

160

IBM 2015

50%28%

36%43%

$817

$464

161

IBM 2015

0%

28%

37%

46%

47%

87%

0% 20% 40% 60% 80% 100%

162

2015 IT

0%

10%

20%

30%

40%

¥0 ¥1 ¥2 ¥3 ¥4 ¥5 ¥6

IBMOracle

Alphabet

Accenture

IBM

NTT

NRI

IT

Cognizant

AWS

163

High Context Culture Low Context Culture,

,

Edward HallDoing Business with the Japanese

164

IT

165

IT

Project Portfolio Management (PPM)Professional Service Automation (PSA)

Activity-Based Costing (ABC)

$150 $250/$200 $300/

Human Capital Management (HCM)

166

9 A C10

111213

D :B

14B D15 A

16

167US Department of Labor

0

100

200

300

400

99 00 01 02 03 04 05 06 07 08 09 10 11 12 13

168

Skill Crisis

2013

IT 369 1021 3,258 6,311

90 50

2.7 1.6

169

0

10

20

30

40

50

2009 2010 2011 2012 2013 2014 2015

33.1%19.4%

IT

170

2010 2011 2012 2013 2015

1 SoftwareArchitect

Software Developer

BiomedicalEngineer

BiomedicalEngineer

SoftwareArchitect

2 Physician Assistant

Physical Therapist

Marketing Consultant

Clinical Nurse

Video Game

Designer

3 Management Consultant

FinancialAdviser

SoftwareArchitect

SoftwareArchitect Landman

Best Jobs in America

171

IEEE National Engineers Week

Without Engineers, the World Stops!

172

DICE Indeed.comGlassdoor LinkedIn

Career Expo, Job FairEmployee Referral $2,000 $5,000

LinkedIn

173

AAAAA

A

••••

••••

174

Life-Long Learning

175

Massive Open Online Courses MOOC2UedXUdacityJMOOC

CourseraKahn AcademyUdemy

TED https://www.ted.com/

176

2020

IaaS/PaaS $440

SaaS $1,330

$344

$374

Internet of Things $7 1,000

181

Just Skill, Inc. San Jose, California, USA

[email protected]

; ø % Ã iot É ü c ü - jasa · facebook $174 12.4k google $745 61.8k ibm $818 379k microsoft...

Documents