Creating a Hyperconnected Cloud for Co-Creation in a Digital Society
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Transcript of Creating a Hyperconnected Cloud for Co-Creation in a Digital Society
2 Copyright 2016 FUJITSU LABORATORIES LTD.
Creating a Hyperconnected Cloud for Co-Creation in a Digital Society
Shigeru Sasaki CEO
FUJITSU LABORATORIES LTD.
3 Copyright 2016 FUJITSU LABORATORIES LTD.
Fujitsu Laboratories’ Mission
Driving the Fujitsu Group growth with leading-edge technologies
4 Copyright 2016 FUJITSU LABORATORIES LTD.
Fujitsu Group is expanding the businesses globally in collaboration with customers
Fujitsu Limited and Subsidiaries
Government Projects
Universities & Research Institutes
New Technologies Investment
Fujitsu Laboratories
Business
Technologies and market trends Customer and partner needs
R&D Scheme of the Fujitsu Group
5 Copyright 2016 FUJITSU LABORATORIES LTD.
Employees: Approx. 1200 in Japan, Approx. 240 in overseas Open Innovation: 84 Projects in Japan, 58 Projects in 11 Countries Employees: Approx. 1200 in Japan, Approx. 240 in over
Sunnyvale, California
Richardson, Texas
Kawasaki
Atsugi Shanghai
Suzhou
Beijing London
Madrid
Continuously generating R&D results that will amaze the world
Quickly deploy R&D results to Proof of Concept and Proof of Business on a global scale
Generating innovations, including new business models that resonate through global markets
Fujitsu Laboratories Group: Global Activity
6 Copyright 2016 FUJITSU LABORATORIES LTD.
Solutions
Web Services
Security
Environment
Servers Big Data
PCs/ Tablet PCs
Cloud
Smartphones
Artificial Intelligence
Data Centers
Software API, OSS
Validation
Sensors
Media Processing
SDN
Optical Communication
Operating System
Networks 5G
Systems
センサー
Next-gen Devices
Advanced Materials
Technology Value Chain of R&D Themes
Fujitsu’s Business Innovation
Compiler
7 Copyright 2016 FUJITSU LABORATORIES LTD.
Treasure-Trove of Leading-Edge Technologies
7 Copyright 2016 FUJITSU LABORATORIES LTD.
9 Copyright 2016 FUJITSU LABORATORIES LTD.
Creating the Hyperconnected Cloud for Co-Creation in a Digital Society
Copyright 2016 FUJITSU LABORATORIES LTD. 9
10 Copyright 2016 FUJITSU LABORATORIES LTD.
Digital Transformation
Number of connections IPv6 : 340 undecillion ⇒ World population: Approx. 7.5 billion Approx. 45 octillion NW connections
Hyperconnected World
Human Centric Innovation
Driving Digital Transformation New Industrial Revolution
Human Centric Innovation
Fujitsu Technology and Service Vision Launched
Human Centric Network Society
2016
2014
2013
2008
Everything on the Internet 1999 10 Copyright 2016 FUJITSU LABORATORIES LTD.
11 Copyright 2016 FUJITSU LABORATORIES LTD.
Units for Numbers
1036 undecillion
1033 decillion
1030 nonillion
1027 octillion
1024 septillion
1021 sextillion
1018 quintillion
1015 quadrillion
1012 trillion
109 billion
106 million
103 thousand
12 Copyright 2016 FUJITSU LABORATORIES LTD.
Digital Transformation
Number of connections IPv6 : 340 undecillion (340×1036) ⇒ World population: Approx. 7.5 billion Approx. 45 octillion (45×1027) NW connections
Hyperconnected World
New Industrial Revolution
Human Centric Innovation
Fujitsu Technology and Service Vision Launched
Human Centric Network Society
2016
2014
2013
2008
Everything on the Internet 1999 12 Copyright 2016 FUJITSU LABORATORIES LTD.
Human Centric Innovation
Driving Digital Transformation
13 Copyright 2016 FUJITSU LABORATORIES LTD.
Human Brain and ICT “Beyond Human Intelligence”
Source: THE SOCIAL BRAIN HYPOTHES, DUNBAR 1998
14 Copyright 2016 FUJITSU LABORATORIES LTD.
Human Brain and ICT “Beyond Human Intelligence”
Source: THE SOCIAL BRAIN HYPOTHES, DUNBAR 1998
Computing Power×Artificial Intelligence
IPv6: 45×1027 connections/person
50 billion Devices: 7~8 connections/person
Super Computer : ~Peta FLOPS Deep Learning
Quantum Computer Neuro Computer :~Tera FLOPS Next-Gen AI
Nu
mb
er o
f co
nn
ecti
on
s p
er p
erso
n
Explosive Development of Intelligence
15 Copyright 2016 FUJITSU LABORATORIES LTD.
Trends in the Improvement of Computing Performance
CPU / DRAM OS
Multi-Core/ GPGPU
3D Package Silicon Photonics
Nanocarbon Transistor Lo
w P
ower・
Hig
h P
erfo
rma
nce
2010 2020 2000 1990 Year
Limits of Moore’s Law N
ew a
pp
roa
ch
Quantum Computers
FPGA
New Types of Nonvolatile Memory
CMOS Annealing
Neuromorphic Computing
Approximate Computing
Nanowire
Social issue solution
Application of the hottest technology
Enterprise system
Dissemination of Internet
16 Copyright 2016 FUJITSU LABORATORIES LTD.
Trends in Connection Technology
100 Tbps: Input power limit with the existing optical fiber
Year
Electric multiple TDM technology
WDM technology
Optical amplification technology
Digital coherent optical
Conn
ecta
ble
data
am
ount
& T
rans
mis
sion
cap
acit
y
Backbone Networks
・Non-linear optical effect
2010 2020 2000 1990
・Optical amplification band width limit
・Shannon limit ・Fiber phases
Mobile
IoT, Sensor
Ethernet
Innovative Technologies
Fusion
・Increases in the number of connections ・Latency
17 Copyright 2016 FUJITSU LABORATORIES LTD.
Trends in Data Volumes and Conversion into Knowledge
2010 2020 2000 1990
RDB
Column DB
40 ZB (Z: 1021)
Year
NoSQL DWH
In-memory DB
Da
ta v
olu
me ・
Da
ta u
sed
fo
r A
I
Databases
Storage
Smart Machines Deep Learning
Machine Learning Agent Systems Optimization
Expert Systems Data Mining
Graph DB
1Tb/in2 Wall
~YB (Y: 1024)
Robotics Cloud AI
Data Circulation and Leveraging Platform (IoT, Video, Graphics)
Hard Disks
Key-Value Store
Object- Storage
Disk Array RAID
All Frash Array
Hyper-Converged Infrastructure
Unstructured Data SoE
IoT, M2M, SNS Sensor Networks, Web Applications
Structured Data SOR
Business Data, Enterprise Databases
18 Copyright 2016 FUJITSU LABORATORIES LTD.
Importance of Security Technology Accompanying the Advance of ICT
Internet E-mail
Expansion of Web
Cloud/ Virtualized
Environments Spread of
Mobile Devices
Nu
mb
er o
f Co
nn
ecti
on
s/Cy
ber
att
ack
s
2010 2020 2000 1990 Year
Computer Virus
Spread of network virus
Targeted Cyber attack
Cyber- terrorism
IoT, AI, Big Data
Blockchain
Virus epidemic due to generalization
Malware detection
Security hole counter-measures Anti-
virus
•Personal authentication •Data confidentiality
New ICT security issues
Hyperconnected World
Varied security
solutions
Borderless IoT Security
19 Copyright 2016 FUJITSU LABORATORIES LTD. Copyright 2016 FUJITSU LABORATORIES LTD.
Digital Transformation
19
20 Copyright 2016 FUJITSU LABORATORIES LTD.
Human Centric
Innovation
Mobile
Cloud
Integrated Computing
Security
Analytics
Manufacturing
SDCI
IoT
AI
FT&SV: Digital Transformation and Business
21 Copyright 2016 FUJITSU LABORATORIES LTD.
The Key Point of Digital Business Transformation
Company A Company B
Applications
Fujitsu
Co-creation Cross-industrial sector / Different field cooperation
Data
Data
Applications
Services Public Data Open Data
Applications
Public Domain Technologies
Knowledge
“Digital Business Platform” New Services, New Businesses, New Ecosystems
22 Copyright 2016 FUJITSU LABORATORIES LTD.
The Key Point of Digital Business Transformation
Company A Company B
Applications
Fujitsu
Co-creation Cross-industrial sector / Different field cooperation
Data
Data
Applications
Services Public Data Open Data
Applications
Public Domain Technologies
Knowledge
“Digital Business Platform” New Services, New Businesses, New Ecosystems “Hyperconnected Cloud”
24 Copyright 2016 FUJITSU LABORATORIES LTD.
R&D Vision and Strategy: Hyperconnected Cloud
Service-Oriented Connection
Web-Scale ICT
Infrastructure
AI
Security
Service-Oriented Connection
Web-Scale ICT
Infrastructure
AI Core/Front
Network Fusion Core/Front
Network Fusion Security
25 Copyright 2016 FUJITSU LABORATORIES LTD. Copyright 2016 FUJITSU LABORATORIES LTD.
R&D for Realizing Hyperconnected Cloud ・5 R&D Domains ・Applied Innovation Research ・Leading-Edge Basic Research
25
26 Copyright 2016 FUJITSU LABORATORIES LTD.
Integrate the real world Front-end “IoT” and Clouds, to develop a platform of services for co-creation that easily and quickly connects all of these networks
Digitization of real world Services for Co-creation
Existing systems
Cloud native development
IoT Integration Knowledge Integration
Parts
Parts
Third Party
OSS
People
Mobile Devices
Vehicles
API
Big Data
Service control
Objectization API
API
API
Application / Data
Virtually-Integrated Database
Service-Oriented Connection
API API API API API
Public Hybrid On-premises Private IoT
27 Copyright 2016 FUJITSU LABORATORIES LTD.
ICT infrastructure that is continuously evolving while dynamically allocating the required functionalities and resources
Web Scale ICT Infrastructure
Cloud Management
On-premises
New-Generation Cloud Platform
Public Cloud
Multi Cloud
Next-gen Computing
Public cloud Domain-Specific Cloud
Software Defined Platform
Hyper-Scale Cloud
DC: Datacenter, DB: Data Base RDB: Relational Data Base Management System
RDBMS
SoR
SoE
Hyper-converged Infrastructure
Data systems in IoT era Next-gen IaaS/PaaS
Wide-area distributed allocation planning
Infra/Virtual PF packet diagnosis
・Integrated monitoring/ Automatic operation ・Expansion of support service applications/devices
API linkage/Operation linkage, DevOps
DC Networks
SDN / SDS / SDC
AI specific ASIC
FPGA
Neuro/Quantum Engine
28 Copyright 2016 FUJITSU LABORATORIES LTD.
Create One Network that will optimally control physical networks and will treat complex structures as simple ones
Core/Front Network Fusion
Physical Networks Networks Virtualization
“Closed” Virtual Networks
Datacenter Networks 4G
Optical 30T
Abstraction
Optical 100T
5G Edge
Computing
Services Services
Slice
Virtual Networks “Quickly Connecting from End to End”
Cloud VPN
LTE- Advanced
Optical 70T
Slice
IoT
Network to connect and integrate service parts
29 Copyright 2016 FUJITSU LABORATORIES LTD.
Develop a technology that creates new knowledge obtained from learning experience and deploy this technology to various fields in the society AI Service Customized services
Knowledge Processing Media Processing
AI Learning
Affective media processing
Inference technology/ AI agent Interactive UI
Virtual world AI
LOD platform Expert/Advisor
Machine learning automation
Deep Learning Brain Science Sequential
learning Multimodal
Judgment/ Support
Perception/ Cognition
Security
Healthcare
Fintech
Manufacture
Maintenance
ICT automation
Food/
Agriculture
Autonomous/Automatic system implementation
Anomaly Analysis
Emotion/Sensitivity and Natural language
understanding
Media data
Knowledge Database
Mobility
Social infra
Topological data
Mathematical modeling technology
Graph data
AI
Accumulate as knowledge
Food/ Agriculture
Real-time analysis Automatic analysis/decision making
30 Copyright 2016 FUJITSU LABORATORIES LTD.
Implement and deploy an intelligent and borderless security system utilizing AI connecting all of its functionalities
Cyber Security
Authentication/Approval Data and Privacy Protection
Personal Data leveraging
Blockchain
Collaborative authentication of people/things
Anonymity/ Concealed zsearch
IoT Security
Mitigate the damage and continue the business.
Address the cyber attack internally.
Analyze/solve the problem automatically.
Trust Frame Work
Cloud/Authentication PF linkage
Personal authentication PF
?
IoT device authentication
Security
31 Copyright 2016 FUJITSU LABORATORIES LTD.
Co-creation and practice of new ICT businesses and services by connecting various “Technologies and Business models” through Hyperconnected Cloud
Hyperconnected Cloud
Academic technology
Cross-industrial technology
Enterprise technology
Big data Business
model Application
Co-Creation/Ecosystem
New fields concerning the people’s daily lives/activities
Next-generation growing fields
GLOBAL MARKETING INTEGRATED SOLUTIONS MARKETING UNIT ADVANCED TECHNOLOGIES PROJECT OFFICE
New application field
New technological field
New product
New business model
Applied Innovation Research
Life innovation
Robotics
Sports
Vehicle
Next-gen healthcare
Social
innovation
Digital Transformation
32 Copyright 2016 FUJITSU LABORATORIES LTD.
Challenging the limitations of ICT
Computer Architecture Intelligent computing supporting people with autonomous learning (Domain-Specific, Quantum, Neuro, Brain-Type )
Network Architecture Challenging the limitations of optical/radio communications and enhancement of software-defined communication technology
7-Sense Computing Autonomous actions based on understanding of human affections, emotion, five senses, sixth sense (intuition), and illusion
Social Science Analysis/evaluation/verification of social phenomenon and economic change through empirical approach
Physical and Chemical New device/3D packaging/Energy creation technologies, by materials informatics and biomimetics
Leading-Edge Basic Research
Copyright 2016 FUJITSU LABORATORIES LTD. 32
33 Copyright 2016 FUJITSU LABORATORIES LTD.
Leading-Edge Basic Research
Copyright 2016 FUJITSU LABORATORIES LTD. 33
Challenging the limitations of ICT
Computer Architecture Intelligent computing supporting people with autonomous learning (Domain-Specific, Quantum, Neuro, Brain-Type )
Network Architecture Challenging the limitations of optical/radio communications and enhancement of software-defined communication technology
7-Sense Computing Autonomous actions based on understanding of human affections, emotion, five senses, sixth sense (intuition), and illusion
Social Science Analysis/evaluation/verification of social phenomenon and economic change through empirical approach
Physical and Chemical New device/3D packaging/Energy creation technologies, by materials informatics and biomimetics
Challenging the limitations of ICT
Computer Architecture Intelligent computing supporting people with autonomous learning (Domain-Specific, Quantum, Neuro, Brain-Type )
Network Architecture Challenging the limitations of optical/radio communications and enhancement of software-defined communication technology
7-Sense Computing Autonomous actions based on understanding of human affections, emotion, five senses, sixth sense (intuition), and illusion
Social Science Analysis/evaluation/verification of social phenomenon and economic change through empirical approach
Physical and Chemical New device/3D packaging/Energy creation technologies, by materials informatics and biomimetics
34 Copyright 2016 FUJITSU LABORATORIES LTD.
Further Necessity of Computing Performance
Solving combinatorial optimization problems
Should go beyond Exa-scale supercomputers Power-grid system Disaster recovery planning Economic policy and investment
Disaster Mitigation High-speed processing
of AI and big data Healthcare and
drug development
Joint research with the University of Tokyo
Joint research with Tohoku University - International Research Institute for Disaster
35 Copyright 2016 FUJITSU LABORATORIES LTD.
Fujitsu Laboratories’ Vision for Future Computing
Creating a new computer architecture toward the intelligent computing era
General-purpose computing
Neuro computing (Inference)
Neuro computing (Learning)
Accelerator
Brain computing
Supercomputer
Quantum computer
Spec
iali
zati
on
Processing amount
Domain-specific computing
Numeric
Media
Knowledge
Intelligence
Current CMOS Limitation
36 Copyright 2016 FUJITSU LABORATORIES LTD.
Rivalling Quantum Computing Developed a new computing architecture able to quickly solve
combinatorial optimization problems using conventional semiconductors,
Demonstration F14
Conventional processor FPG A
Parallel Score
Calculation
+ Transition
Facilitation
0.1
1
10
100
1,000
10,000
2x
Tim
e to
sol
uti
on (
sec)
1000x
6x
T h i s W o r k s
12,000x
Multiple engines for larger problems
Further speed up Achieved by parallelism
Speed up by parallel score calculation and transition facilitation
The new architecture
37 Copyright 2016 FUJITSU LABORATORIES LTD.
High-Speed Retrieval from Massive Image Data
Domain-Specific Server for Image Retrieval
Using FGPA effectively, over 50 times faster than general-purpose server
Demonstration F23
Image DB 12000 images
Query image
Retrieval result Conventional
Server Media domain specific server
200 Images/sec
12,000 Images/sec
Thro
ug
hp
ut
50 times or more
Where’s that one???
38 Copyright 2016 FUJITSU LABORATORIES LTD.
Leading-Edge Basic Research
Copyright 2016 FUJITSU LABORATORIES LTD. 38
Challenging the limitations of ICT
Computer Architecture Intelligent computing supporting people with autonomous learning (Domain-Specific, Quantum, Neuro, Brain-Type )
Network Architecture Challenging the limitations of optical/radio communications and enhancement of software-defined communication technology
7-Sense Computing Autonomous actions based on understanding of human affections, emotion, five senses, sixth sense (intuition), and illusion
Social Science Analysis/evaluation/verification of social phenomenon and economic change through empirical approach
Physical and Chemical New device/3D packaging/Energy creation technologies, by materials informatics and biomimetics
Challenging the limitations of ICT
Computer Architecture Intelligent computing supporting people with autonomous learning (Domain-Specific, Quantum, Neuro, Brain-Type )
Network Architecture Challenging the limitations of optical/radio communications and enhancement of software-defined communication technology
7-Sense Computing Autonomous actions based on understanding of human affections, emotion, five senses, sixth sense (intuition), and illusion
Social Science Analysis/evaluation/verification of social phenomenon and economic change through empirical approach
Physical and Chemical New device/3D packaging/Energy creation technologies, by materials informatics and biomimetics
39 Copyright 2016 FUJITSU LABORATORIES LTD.
Human Brain and Artificial Intelligence
5-sense (Eyesight, Hearing, Smell, Taste, Touch) Memory, Recognition, Knowledge, Experience, Illusion,
Forgetfulness, Consciousness, Unconsciousness, Common Sense,
Learning
Sensor fusion Storage, Computing,
Cause and effect understanding/explanation, Frame problem,
Machine learning Human: Number of neurons
Cerebrum 14 billion Cerebellum Approx. : 100 bil.
Sense organs: Eye, Ear, Nose, Tongue, Skin
ICT・AI
Computer up to PFLOPS
Storage up to 10 Tbit/in2
Connectable count: 340×1036
40 Copyright 2016 FUJITSU LABORATORIES LTD.
Fujitsu Laboratories’ Vision of AI
AI that is highly acceptable to society
Fintech
Manufacture
Maintenance
Food/
Agriculture Customer
center Healthcare
Workplace/
Daily life
Social infra Mobility
Logistics
Digital market
Vast knowledge scattered around the world which is
produced by human beings
Massive amounts of media data and five sense information that are collected by sensing devices in a real word
Perception/・ Recognition
Judgment/ Support
Knowledge DB creation
Learn- ing
Knowledge creation
Knowledge acquisition
Knowledge structurization
Structurization of existing knowledge: Utilize the vast knowledge produced by human beings around the world.
Acquisition of unknown knowledge: Utilize the vast knowledge accumulated by sensing devices in a real world.
Creation of Knowledge: R&D for learning and discovery science
41 Copyright 2016 FUJITSU LABORATORIES LTD.
Graph Data Used in Various Fields
Healthcare/Drug discovery Biology
Graph data
Social network Security
Communication/Mobile Supply chain Finance
Internet
Expressing the connection among people, things,
events, etc.
42 Copyright 2016 FUJITSU LABORATORIES LTD.
Integrated Healthcare with IoT Data
Technology to utilize graph data in neural network
Demonstration N6
Structure Mapping Technology
Optimize uniform expression Tensor Expression
Conventional Backpropagation Extended Backpropagation Core Tensor
Learning Technology
43 Copyright 2016 FUJITSU LABORATORIES LTD.
Integrated Healthcare with IoT Data
Knowledge fusion to assist clinical decisions
HIKARI
Within seconds
Several tens min. per patient
5 specialist clinicians (with 18 to 25 year experience)
36,000 patients’ non-clinical data
Comparison result: Accuracy of health risk check:
80 - 97%
Healthcare data processing AI analysis engine
Patient’s privacy protection Anonymization of
data/analysis result
Patient’s medical history
Non-clinical data
::
30 patients’ medical histories
Spain: San Carlos Hospital
Demonstration N6
44 Copyright 2016 FUJITSU LABORATORIES LTD.
Video-Based Intelligent Transport
Accelerating moving object detection in combination with contour motion detection from image sequence
Image sequence with object labels …
Object proposal method guided by contour motion
…
Contour motion detection
CNN*
Classifier
Image sequence
*CNN: Convolutional Neural Network
Video processing and machine learning of a traffic monitoring system using AI
Demonstration P4
45 Copyright 2016 FUJITSU LABORATORIES LTD.
Eye Tracking Technology
Inferring Human Will and Intent
Corneal reflection Pupil
Detects gaze from pupil position and corneal reflection
Gaze Tracking sensors
Gaze detection
Records what, where, and how long the person observes objects
Gaze Data/History
? Analysis of
will and intent
?
46 Copyright 2016 FUJITSU LABORATORIES LTD.
Odor Sensor
Computer can smell many kinds of gas molecules
NH3 Sensor and Prototype Device Graphene Molecule Sensor
High sensitivity detection of gas molecules (gas, odor)
Captures gas molecules using carbon atom net
Graphene
Gas molecule Cu+
Cuprous bromide film(CuBr) Cu+
Ammonia adsorbs.
Neither Acetone nor ethanol adsorb.
e-
A
How sensor works
Gas flow
CuBr Sensors
MOS Gas Sensor Mixing chamber
Inlet
47 Copyright 2016 FUJITSU LABORATORIES LTD.
Haptic sensing and Touch feeling expression technology Adding a tactile sensation to two-dimensional image and photo
Interaction with people in remote place
Feel of untouchable things
Smooth metal surface
Clicking Dial lock
Rough, bumpy
crocodile’s back
Haptic layout app Terminal to present touch feeling
Computing
Haptic filter・Processing
Auto generation
Take a picture
Presentation of Touch feeling Touch feeling
process Haptic
DB
Touch generation
48 Copyright 2016 FUJITSU LABORATORIES LTD.
Sensing and expressing the feeling
Detecting human feeling totally and visualize what a human is thinking Bank-transfer fraud
detection/preventive measure
Scammer Victim (Elderly person)
Phone scam
Keyword Detection Stability Analysis
Combined Decision Result: Detection of stress situation
-120
-100
-80
-60
-40
-20
0
0
156
313
469
625
781
938
1094
1250
1406
1563
1719
1875
2031
2188
2344
2500
2656
2813
2969
3125
3281
3438
3594
3750
3906
周波数[Hz]
レベル[dB]
Normal
Ton
e o
f vo
ice
-120
-100
-80
-60
-40
-20
0
0
156
313
469
625
781
938
1094
1250
1406
1563
1719
1875
2031
2188
2344
2500
2656
2813
2969
3125
3281
3438
3594
3750
3906
周波数[Hz]
レベル[dB]
Unstable
Ton
e o
f vo
ice
・Impressive support at call center ・Automatic sending alerting message at emergency ・Quality control of a feeling
“Come here to explain about the compensation.”
“Well, even if you say that…”
Action
Brain Wave
Pressure
Support for development of products that are easy to use
49 Copyright 2016 FUJITSU LABORATORIES LTD.
Challenging the limitations of ICT
Computer Architecture Intelligent computing supporting people with autonomous learning (Domain-Specific, Quantum, Neuro, Brain-Type )
Network Architecture Challenging the limitations of optical/radio communications and enhancement of software-defined communication technology
7-Sense Computing Autonomous actions based on understanding of human affections, emotion, five senses, sixth sense (intuition), and illusion
Social Science Analysis/evaluation/verification of social phenomenon and economic change through empirical approach
Physical and Chemical New device/3D packaging/Energy creation technologies, by materials informatics and biomimetics
Leading-Edge Basic Research
Copyright 2016 FUJITSU LABORATORIES LTD. 49
Challenging the limitations of ICT
Computer Architecture Intelligent computing supporting people with autonomous learning (Domain-Specific, Quantum, Neuro, Brain-Type )
Network Architecture Challenging the limitations of optical/radio communications and enhancement of software-defined communication technology
7-Sense Computing Autonomous actions based on understanding of human affections, emotion, five senses, sixth sense (intuition), and illusion
Social Science Analysis/evaluation/verification of social phenomenon and economic change through empirical approach
Physical and Chemical New device/3D packaging/Energy creation technologies, by materials informatics and biomimetics
50 Copyright 2016 FUJITSU LABORATORIES LTD.
Social Science
Psychological analysis of human preference/desire
Big Data’s mathematical analysis platform Biodiversity evaluation Presenting a new management plan of
natural forest after forest fire
Matching of the people who want to relocate and the places for relocation, using AI that grows by itself through learning of human preferences
Optimal scheduling of disaster recovery works of a lifeline and transportation network
Example of recovery work routes (in case of 37 places, 6 teams)
Evaluation of cities/local municipalities
Finding regional characteristics by open data
52 Copyright 2016 FUJITSU LABORATORIES LTD.
Demonstrations
ID# Demonstrations Headlines Zone
F14 Rivalling Quantum Computing
Infrastructure for the digital world With Novel High-Speed CMOS Optimizer
F23 High-Speed Retrieval from Massive Image Data
Infrastructure for the digital world Domain-Specific Server for Media Processing
S4 Secure Blockchain Information Sharing
Vertical area - Financial Services Innovative Solution for Global Securities Trading
A1 Connecting People and ICT with “RoboPin” New Level of Customer Service with Friendly Robot
F24 Accelerating Deep Learning Processing
Infrastructure for the digital world World’s fastest speeds with advanced technologies
P4 Video-Based Intelligent Transport
Vertical area - Transportation Advanced video analysis with machine learning
S5 Advanced Open Data Knowledge Processing
Vertical area - Financial Services Unlocking Financial Relations with Data Mining
N6 Integrated Healthcare with IoT Data
Vertical area - Healthcare Knowledge Fusion to Assist Clinical Decisions