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IoT, Biometria, Big Data & Analytics e o Impacto nos Negócios
Seminário - IoT - Internet das Coisas - “A Revolução das Coisas”
nos Negócios
Alexandre Soyama
Manager, Solutions and Engineering
NEC Latin America S.A.
A bit of History
2 © NEC Corporation 2016 NEC Group Internal Use Only
Dependency, Complementarity and SynergyDependency, Complementarity and Synergy
Big Data meets IoT
Real World Data
Network Data Big Data
IoT
- Binding physical world and cyber
world- Application-specific
- Cloud/edge/device computing
3 © NEC Corporation 2016 NEC Group Internal Use Only
IT system Data
Data Mining
- Unstructured data- Indirect assessment of Real
World through SNS exchanges
- Correlation than Causation
- Stored data in IT system
Industrial IoT - Types
▌Sensors in Products (by manufacturers)
� Aircraft engine, Wind Turbine, …
▌Sensors in Assets (by operators)
� Fleet Management, …
▌Manufacturing Process Source : GE
5 © NEC Corporation 2016 NEC Group Internal Use Only
▌Manufacturing Process � “Industry 4.0”
LED display LCD displayGPS
3G/WiFiOn Board Computer
(OBC)Bus Operator /
Regulator
In Vehicle Systems (IVS)
Transit Management System (TMS)
Driver Display Unit (DDU)
Server
Passenger Information System (PIS)
Data Analysis
▌Big Data analysis based on Machine Learning
“Invariant Analysis”
6 © NEC Corporation 2016 NEC Group Internal Use Only
Power DemandForecasting
Quality Forecasting
Deterioration Forecasting
Monitor for signs of failures in social infrastructures(Bridges, expressways)
Monitor for signs of failures in manufacturing plants
(assembly, chemicals, etc.)
Monitor for signs of failures at power plants
“Heterogeneous Mixture Learning”
Fresh FoodForecasting
NEC “Invariant Analysis”
▌A quality and performance prediction analysis system that automatically identifies regularities amongst large volumes of data and makes highly-accurate predictions about product quality and performance
Automatically build a normal operating model
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7 © NEC Corporation 2016 NEC Group Internal Use Only
Behavior
analysis
Model
building
Data analytics
Verification
and analytics
High speed
processing
matching
Machine Learning
Data
Sensor data
System Log
・・・
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Detection ofabnormalities
NEC “Heterogeneous Mixture Learning” (HML)
▌Automatic classification of complicated heterogeneous big data into cases and automatic generation of a prediction model for demand forecast for each case
� No expert prior knowledge is required. And human understandable rules can be extracted from classified cases
Yn
=a0x0+a1x1+・・・+a50x50Yn
=a0x0+a1x1+・・・+a50x50Y =a x +a x +・・・+a x
8 © NEC Corporation 2016 NEC Group Internal Use Only
100
150
200
250
300
2012/8/23 2012/8/30 2012/9/6 2012/9/13 2012/9/20 2012/9/27
実績値
予測値
学習期間(4ヶ月) 予測Training Prediction
Predicted
Measured value
Yn
=a0x0+a1x1+・・・+a50x50Yn
=a0x0+a1x1+・・・+a50x50model : Y
n
=a0x0+a1x1+・・・+a50x50
Landslide Prediction System – Rio de Janeiro
Pilot Project in Rio de Janeiro City with COR (Rio Operation Center)Pilot Project in Rio de Janeiro City with COR (Rio Operation Center)
▌Big Data prediction system based on advanced physical studies of geology
▌Integrated with existing sensors,
9 © NEC Corporation 2016 NEC Group Internal Use Only
▌2 (two) risk areas were chosen by the Civil Defense:
�Morro da Formiga (Tijuca)
�Morro da Cotia (Estrada Grajaú – Jacarepaguá)
�7 years of historical data of rain, past landslide events and low altitude soil study were
considered in the analysis
▌Integrated with existing sensors,
such a rain gage, radar, satellite and humans
Healthcare - The Concept of e-Pathologist
e-Pathologist supports to improve the efficiency andthe quality control of pathology diagnosis
Pathology
Slide IT Device
Image Analysis Module
10 © NEC Corporation 2015 Confidential
Gastric Colorectal Breast
Gastric Colorectal Breast
Slide Scanner
Clinical Information Pathology Report
Pathologist, TechnicianData Management Module
Slide Image Clinical Info Analysis Result
What is Biometrics? ... Binding the Real World
【【【【【【【【Physical CharacteristicsPhysical Characteristics】】】】】】】】 【【【【【【【【Behavior CharacteristicsBehavior Characteristics】】】】】】】】
IrisIrisSignatureSignature
Blinking Blinking EyeEye
FingerprintFingerprintPalmPalmVeinVein…… FaceFace
11 © NEC Corporation 2016 NEC Group Internal Use Only
SmellSmellVoiceVoice
IrisIrisSignatureSignature
Typing paceTyping pace
Walk paceWalk pace
Counting, age, gender, face recognition, behavior detection...
12 © NEC Corporation 2016 NEC Group Internal Use Only
CounterGender
AgeBehavior
CRM
Password
Security
Biometrics for the Private Sector: Universal Studios Japan
15 © NEC Corporation 2016 NEC Group Internal Use Only
Biometrics for Public Safety – John F. Kennedy Airport
16 © NEC Corporation 2016 NEC Group Internal Use Only
Biometrics for Public Safety – Receita Federal, Brazil
17 © NEC Corporation 2016 NEC Group Internal Use Only
Biometrics for Public Safety – Tigre, Argentina
Improve Surveillance Efficiency by detecting human and traffic related abnormalbehaviors in specific context /scenarios: Railways station, Banking areas, Accessroads, Streets, Parks & Open places
18 © NEC Corporation 2016 NEC Group Internal Use Only
Biometrics for Payment – Tokyo, Japan
NEC uses Face Recognition for Payment Authorization500 (kick-off) ���� 100,000 employees
19 © NEC Corporation 2016 NEC Group Internal Use Only
http://www.nikkei.com/article/DGXLASDZ21HIM_R20C16A6000000/
w
Thief Customer Staff Fresh Food Internal & External
Physical Loss Fresh Food Data Loss
Thief Customer Staff Fresh Food Internal & External
12% 7%
Sources:
Supermarket Loss Estimates for Fresh Fruit, Vegetables, Meat, Poultry, and Seafood... / EIB-44 - Economic Research Service/USDA
Global Retail Theft Barometer
Fraud costs US retailers $54bn a year, according to new Kount Volumatic 2013 survey
How retailers are coping with the challenge of food waste, Ian Walters, head of retail at supply chain standards organisation GS1
1,48%Loss
(% net sales)
Avoidable <50% <77% <50%
1,3%
System that automatically identifies regular
patterns hidden within past sales data (big
data), and forecasts product demand figures
with a high level of precision, places orders
automatically and assists with the decision-
making process.
123
HYBRID LEARNING
LEARNING FORECASTING RE-LEARNING
AUTOMATED ORDERING
DELIVERS MORE VALUE
Demand Forecasting &
Automated Ordering Solution
Fresh Food
Preventing stock-out
Lower waste ratio
Lower ordering man-hours
3 ADVANTAGES
NEC’s AFIM vs Traditional Forecast Engine
*based on results of customer project
Retail Revenue Generators
Sources:
Tightwad Promotion: sales programs that sell - John Kuraoka
Adidas' Digital Signage Boosts Sales By 40% - February 2013 Integrated Solutions For Retailers By Bob Johns, associate editor
Journal of Emerging Trends in Computing and Information Sciences - CIS Journal Vol. 5, No. 3 March 2014
FREQUENT CUSTOMER
PROGRAM (VIP)
CUSTOMER BROWSING, BEHAVIOR ANALYSIS AND
DIGITAL SIGNAGE
<23%Sales
Increase<40%
Biometrics for the Private Sector: SoftBank Pepper
26 © NEC Corporation 2016 NEC Group Internal Use Only
‘NEC the WISE’ � Menu de Soluções de Inteligência Artificial
▌Facilitar a cooperação entre pessoas e a IA na resolução de questões da nossa sociedade, acelerando o desenvolvimento de aplicações de IA para a IoT, o Big Data e a segurança, seja para resolver problemas sociais ou para transformar empresas
28 © NEC Corporation 2016 NEC Group Internal Use Only
NEC’s TECHNOLOGIES � White Label for Service Providers
Collection of large-scale data
Analysis and prediction
Multiple Solutions
• Invariant analysis
• Heterogeneous mixture learning
• Facial image analysis
• Surveillance cameras
• Diverse sensors
Diverse sensors and
human interface
technologies
High-performance/high-
reliability core IT
technologies
IoTBIG
DATA
Unique
Unique
No.1
29 © NEC Corporation 2016 NEC Group Internal Use Only
• Facial image analysis
• Behavior analysis• Smart devices
SDN : Software-Defined Networking
・Network virtualization
・Network Function Virtualization
Next-generation network
technologiesSDN
* Rated as No. 1 among organizations participating in an evaluation task organized by the U.S. National Institute of Standards and Technology (NIST)
Unique
No.1*
From the seafloor
to outer space
World’s first SDN controller & switch
Essential to future information system
Aeroporto
Aeroporto Internacional@Rio de Janeiro
Metro
São Paulo Linha 6
#1 NEC filiada fora do Japão- Desde 1968
#1 Integrador de Sistemas paraInstalações Críticas- 2014 Copa do Mundo
- 2016 Olimpíadas
- Aeroporto e Porto no Rio
- São Paulo Metro Linha 6
#1 Soluções de Biometria
#1 Soluções para Hotelaria
#1 Segurança Cibernética
Porto
Porto Açu@Rio de Janeiro
NEC no Brasil – 2016 Perfil Corporativo
30 © NEC Corporation 2016 NEC Group Internal Use Only
Cinema & Displays
300+ Cinemas500+ LFD instalações
Comunicação Unificada
600+ clientes diretosMaior projeto de telefonia IP
com 3C no mundo
Supercomputador
Previsão do Tempo15+ de operação
Soluções para Operadoras & DC- IP network
- Rádio
700+ Clientes Diretos
NOC / SOC
Governo Federal (TCU)Estado de São Paulo (SEFAZ)
Arenas
Copa do MundoOlimpíadas
Biometria
5 Estados – Civil e Criminal14 Aeroportos InternacionaisPrevenção de Perdas Varejo
Operadoras e DC
#1 Rádio#1 Juniper SI
SDN / NFV
1o Projeto de vCPE com a Telefonica
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