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1 Copyright 2016 FUJITSU LABORATORIES LTD.
Fujitsu Forum
2016
#FujitsuForum
2 Copyright 2016 FUJITSU LABORATORIES LTD.
Creating a Hyperconnected Cloud
for Co-Creation in a Digital Society
Shigeru Sa...
3 Copyright 2016 FUJITSU LABORATORIES LTD.
Fujitsu Laboratories’ Mission
Driving the Fujitsu Group growth
with leading-edg...
4 Copyright 2016 FUJITSU LABORATORIES LTD.
Fujitsu Group is expanding the businesses globally
in collaboration with custom...
5 Copyright 2016 FUJITSU LABORATORIES LTD.
 Employees: Approx. 1200 in Japan, Approx. 240 in overseas
 Open Innovation: ...
6 Copyright 2016 FUJITSU LABORATORIES LTD.
Solutions
Web Services
Security
Environment
Servers
Big Data
PCs/
Tablet PCs
Cl...
7 Copyright 2016 FUJITSU LABORATORIES LTD.
Treasure-Trove of
Leading-Edge Technologies
7 Copyright 2016 FUJITSU LABORATORI...
8 Copyright 2016 FUJITSU LABORATORIES LTD.
9 Copyright 2016 FUJITSU LABORATORIES LTD.
Creating the Hyperconnected Cloud
for Co-Creation in a Digital Society
Copyrigh...
10 Copyright 2016 FUJITSU LABORATORIES LTD.
Digital Transformation
 Number of connections IPv6 : 340 undecillion
⇒ World ...
11 Copyright 2016 FUJITSU LABORATORIES LTD.
Units for Numbers
1036 undecillion
1033 decillion
1030 nonillion
1027 octillio...
12 Copyright 2016 FUJITSU LABORATORIES LTD.
Digital Transformation
 Number of connections IPv6 : 340 undecillion (340×103...
13 Copyright 2016 FUJITSU LABORATORIES LTD.
Human Brain and ICT “Beyond Human Intelligence”
Source: THE SOCIAL BRAIN HYPOT...
14 Copyright 2016 FUJITSU LABORATORIES LTD.
Human Brain and ICT “Beyond Human Intelligence”
Source: THE SOCIAL BRAIN HYPOT...
15 Copyright 2016 FUJITSU LABORATORIES LTD.
Trendsin theImprovement of ComputingPerformance
CPU / DRAM
OS
Multi-Core/
GPGP...
16 Copyright 2016 FUJITSU LABORATORIES LTD.
Trends in Connection Technology
100 Tbps: Input power limit with the existing ...
17 Copyright 2016 FUJITSU LABORATORIES LTD.
Trends in Data Volumes and Conversion
into Knowledge
2010 202020001990
RDB
Col...
18 Copyright 2016 FUJITSU LABORATORIES LTD.
Importance of Security Technology
Accompanying the Advance of ICT
Internet
E-m...
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
...
21 Copyright 2016 FUJITSU LABORATORIES LTD.
The Key Point of Digital Business Transformation
Company A Company B
Applicati...
22 Copyright 2016 FUJITSU LABORATORIES LTD.
The Key Point of Digital Business Transformation
Company A Company B
Applicati...
23 Copyright 2016 FUJITSU LABORATORIES LTD.
R&D Vision and Strategy: Hyperconnected Cloud
24 Copyright 2016 FUJITSU LABORATORIES LTD.
R&D Vision and Strategy: Hyperconnected Cloud
Service-Oriented
Connection
Web-...
25 Copyright 2016 FUJITSU LABORATORIES LTD.Copyright 2016 FUJITSU LABORATORIES LTD.
R&D for Realizing Hyperconnected Cloud...
26 Copyright 2016 FUJITSU LABORATORIES LTD.
 Integrate the real world Front-end “IoT” and Clouds, to develop a platform o...
27 Copyright 2016 FUJITSU LABORATORIES LTD.
 ICT infrastructure that is continuously evolving while dynamically
allocatin...
28 Copyright 2016 FUJITSU LABORATORIES LTD.
 Create One Network that will optimally control physical networks and
will tr...
29 Copyright 2016 FUJITSU LABORATORIES LTD.
 Develop a technology that creates new knowledge obtained from learning
exper...
30 Copyright 2016 FUJITSU LABORATORIES LTD.
 Implement and deploy an intelligent and borderless security system
utilizing...
31 Copyright 2016 FUJITSU LABORATORIES LTD.
 Co-creation and practice of new ICT businesses and services by connecting va...
32 Copyright 2016 FUJITSU LABORATORIES LTD.
 Challenging the limitations of ICT
 Computer Architecture
Intelligent compu...
33 Copyright 2016 FUJITSU LABORATORIES LTD.
Leading-Edge Basic Research
Copyright 2016 FUJITSU LABORATORIES LTD.33
 Chall...
34 Copyright 2016 FUJITSU LABORATORIES LTD.
Further Necessity of Computing Performance
 Solving combinatorial optimizatio...
35 Copyright 2016 FUJITSU LABORATORIES LTD.
Fujitsu Laboratories’ Vision for Future Computing
 Creating a new computer ar...
36 Copyright 2016 FUJITSU LABORATORIES LTD.
Rivalling Quantum Computing
 Developed a new computing architecture able to q...
37 Copyright 2016 FUJITSU LABORATORIES LTD.
High-Speed Retrieval from Massive Image Data
 Domain-Specific Server for Imag...
38 Copyright 2016 FUJITSU LABORATORIES LTD.
Leading-Edge Basic Research
Copyright 2016 FUJITSU LABORATORIES LTD.38
 Chall...
39 Copyright 2016 FUJITSU LABORATORIES LTD.
Human Brain and Artificial Intelligence
5-sense (Eyesight, Hearing, Smell, Tas...
40 Copyright 2016 FUJITSU LABORATORIES LTD.
Fujitsu Laboratories’ Vision of AI
AI that is highly acceptable to society
Fin...
41 Copyright 2016 FUJITSU LABORATORIES LTD.
Graph Data Used in Various Fields
Healthcare/Drug discoveryBiology
Graph data
...
42 Copyright 2016 FUJITSU LABORATORIES LTD.
Integrated Healthcare with IoT Data
 Technology to utilize graph data in neur...
43 Copyright 2016 FUJITSU LABORATORIES LTD.
Integrated Healthcare with IoT Data
 Knowledge fusion to assist clinical deci...
44 Copyright 2016 FUJITSU LABORATORIES LTD.
Video-Based Intelligent Transport
 Accelerating moving object detection in co...
45 Copyright 2016 FUJITSU LABORATORIES LTD.
Eye Tracking Technology
Inferring Human Will and Intent
Corneal
reflectionPup...
46 Copyright 2016 FUJITSU LABORATORIES LTD.
Odor Sensor
Computer can smell many kinds of gas molecules
NH3 SensorandProto...
47 Copyright 2016 FUJITSU LABORATORIES LTD.
Haptic sensing
and Touch feeling expression technology
 Adding a tactile sens...
48 Copyright 2016 FUJITSU LABORATORIES LTD.
Sensing and expressing the feeling
 Detecting human feeling totally and visua...
49 Copyright 2016 FUJITSU LABORATORIES LTD.
 Challenging the limitations of ICT
 Computer Architecture
Intelligent compu...
50 Copyright 2016 FUJITSU LABORATORIES LTD.
Social Science
Psychologicalanalysisofhumanpreference/desire
Big Data’s mathem...
51 Copyright 2016 FUJITSU LABORATORIES LTD.
52 Copyright 2016 FUJITSU LABORATORIES LTD.
Demonstrations
ID# Demonstrations Headlines Zone
F14
Rivalling Quantum Computi...
53 Copyright 2016 FUJITSU LABORATORIES LTD.
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Creating a Hyperconnected Cloud for Co-Creation in a Digital Society

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With the rapid progress of ICT and the integration of advanced technologies, such as mobile, IoT, big data, AI, and security, we are now in the midst of a digital transformation era. For leading digital transformations with customers and co-creating new value for people, the Fujitsu Group is promoting Human Centric Innovation as its vision. Fujitsu Laboratories is developing various cutting-edge technologies to build the “Hyperconnected Cloud,” a business platform that dynamically connects everything digitally. This platform will accelerate co-creation across industries in a digital society. In this session, we will introduce our R&D strategy for the Hyperconnected Cloud and its strategic technologies, examples, and architecture to overcome the limitations of ICT.
Speaker:
Shigeru Sasaki

Publié dans : Technologie
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Creating a Hyperconnected Cloud for Co-Creation in a Digital Society

  1. 1. 1 Copyright 2016 FUJITSU LABORATORIES LTD. Fujitsu Forum 2016 #FujitsuForum
  2. 2. 2 Copyright 2016 FUJITSU LABORATORIES LTD. Creating a Hyperconnected Cloud for Co-Creation in a Digital Society Shigeru Sasaki CEO FUJITSU LABORATORIES LTD.
  3. 3. 3 Copyright 2016 FUJITSU LABORATORIES LTD. Fujitsu Laboratories’ Mission Driving the Fujitsu Group growth with leading-edge technologies
  4. 4. 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. 5. 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. 6. 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’sBusiness Innovation Compiler
  7. 7. 7 Copyright 2016 FUJITSU LABORATORIES LTD. Treasure-Trove of Leading-Edge Technologies 7 Copyright 2016 FUJITSU LABORATORIES LTD.
  8. 8. 8 Copyright 2016 FUJITSU LABORATORIES LTD.
  9. 9. 9 Copyright 2016 FUJITSU LABORATORIES LTD. Creating the Hyperconnected Cloud for Co-Creation in a Digital Society Copyright 2016 FUJITSU LABORATORIES LTD.9
  10. 10. 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 Internet1999 10 Copyright 2016 FUJITSU LABORATORIES LTD.
  11. 11. 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. 12. 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 Internet1999 12 Copyright 2016 FUJITSU LABORATORIES LTD. Human Centric Innovation Driving Digital Transformation
  13. 13. 13 Copyright 2016 FUJITSU LABORATORIES LTD. Human Brain and ICT “Beyond Human Intelligence” Source: THE SOCIAL BRAIN HYPOTHES, DUNBAR 1998
  14. 14. 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 Numberofconnectionsperperson Explosive Development of Intelligence
  15. 15. 15 Copyright 2016 FUJITSU LABORATORIES LTD. Trendsin theImprovement of ComputingPerformance CPU / DRAM OS Multi-Core/ GPGPU 3D Package Silicon Photonics Nanocarbon Transistor LowPower・HighPerformance 2010 202020001990 Year Limits of Moore’s Law Newapproach 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. 16. 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 Connectabledataamount&Transmissioncapacity Backbone Networks ・Non-linear optical effect 2010 202020001990 ・Optical amplification band width limit ・Shannon limit ・Fiber phases Mobile IoT, Sensor Ethernet Innovative Technologies Fusion ・Increases in the number of connections ・Latency
  17. 17. 17 Copyright 2016 FUJITSU LABORATORIES LTD. Trends in Data Volumes and Conversion into Knowledge 2010 202020001990 RDB Column DB 40 ZB (Z: 1021 ) Year NoSQL DWH In-memory DB Datavolume・DatausedforAI Databases Storage Smart Machines Deep Learning Machine LearningAgent 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. 18. 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 NumberofConnections/Cyberattacks 2010 202020001990 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- measuresAnti- virus •Personal authentication •Data confidentiality New ICT security issues Hyperconnected World Varied security solutions Borderless IoT Security
  19. 19. 19 Copyright 2016 FUJITSU LABORATORIES LTD.Copyright 2016 FUJITSU LABORATORIES LTD. Digital Transformation 19
  20. 20. 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. 21. 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. 22. 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”
  23. 23. 23 Copyright 2016 FUJITSU LABORATORIES LTD. R&D Vision and Strategy: Hyperconnected Cloud
  24. 24. 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 FusionSecurity
  25. 25. 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. 26. 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 worldServices for Co-creation Existing systems Cloud native development IoT IntegrationKnowledge Integration Parts Parts ThirdParty OSS People Mobile Devices Vehicles API Big Data Service control ObjectizationAPI API API Application / Data Virtually-Integrated Database Service-Oriented Connection API API API API API Public HybridOn-premises Private IoT
  27. 27. 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 specificASIC FPGA Neuro/Quantum Engine
  28. 28. 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. 29. 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 SecurityHealthcareFintech ManufactureMaintenance ICT automation Food/ Agriculture Autonomous/Automatic system implementation Anomaly Analysis Emotion/Sensitivity and Natural language understanding Media data Knowledge Database MobilitySocial infra Topological data Mathematical modeling technology Graph data AI Accumulate as knowledge Food/ Agriculture Real-time analysis Automatic analysis/decision making
  30. 30. 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/ApprovalData 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. 31. 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 innovationRobotics Sports Vehicle Next-gen healthcare Social innovation Digital Transformation
  32. 32. 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. 33. 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. 34. 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. 35. 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 Specialization Processing amount Domain-specific computing Numeric Media Knowledge Intelligence Current CMOS Limitation
  36. 36. 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 FPGA Parallel Score Calculation + Transition Facilitation 0.1 1 10 100 1,000 10,000 2x Timetosolution(sec) 1000 x 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. 37. 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 Throughput 50 times or more Where’s that one???
  38. 38. 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. 39. 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. 40. 40 Copyright 2016 FUJITSU LABORATORIES LTD. Fujitsu Laboratories’ Vision of AI AI that is highly acceptable to society FintechManufacture Maintenance Food/ Agriculture Customer centerHealthcare Workplace/ Daily lifeSocial 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. 41. 41 Copyright 2016 FUJITSU LABORATORIES LTD. Graph Data Used in Various Fields Healthcare/Drug discoveryBiology Graph data Social network Security Communication/MobileSupply chainFinance Internet Expressing the connection among people, things, events, etc.
  42. 42. 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 BackpropagationExtended Backpropagation Core Tensor Learning Technology
  43. 43. 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: Accuracyof health riskcheck: 80 - 97% Healthcaredata processing AI analysisengine 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. 44. 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. 45. 45 Copyright 2016 FUJITSU LABORATORIES LTD. Eye Tracking Technology Inferring Human Will and Intent Corneal reflectionPupil 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. 46. 46 Copyright 2016 FUJITSU LABORATORIES LTD. Odor Sensor Computer can smell many kinds of gas molecules NH3 SensorandPrototypeDevice Graphene Molecule Sensor High sensitivity detection of gas molecules (gas, odor) Captures gas molecules using carbon atom net Graphene Gas moleculeCu+ Cuprous bromide film(CuBr) Cu+ Ammonia adsorbs. Neither Acetone nor ethanol adsorb. e- A How sensor works Gas flow CuBr Sensors MOS Gas SensorMixing chamber Inlet
  47. 47. 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 appTerminal to present touch feeling Computing Hapticfilter・Processing Auto generation Take a picture Presentation of Touch feeling Touch feeling process Haptic DB Touch generation
  48. 48. 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 (Elderlyperson) 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 Toneofvoice -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 Toneofvoice ・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. 49. 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. 50. 50 Copyright 2016 FUJITSU LABORATORIES LTD. Social Science Psychologicalanalysisofhumanpreference/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
  51. 51. 51 Copyright 2016 FUJITSU LABORATORIES LTD.
  52. 52. 52 Copyright 2016 FUJITSU LABORATORIES LTD. Demonstrations ID# Demonstrations Headlines Zone F14 Rivalling Quantum Computing Infrastructure for the digital worldWith Novel High-Speed CMOS Optimizer F23 High-Speed Retrieval from Massive Image Data Infrastructure for the digital worldDomain-Specific Server for Media Processing S4 Secure Blockchain Information Sharing Vertical area - Financial ServicesInnovative 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 worldWorld’s fastest speeds with advanced technologies P4 Video-Based Intelligent Transport Vertical area - TransportationAdvanced video analysis with machine learning S5 Advanced Open Data Knowledge Processing Vertical area - Financial ServicesUnlocking Financial Relations with Data Mining N6 Integrated Healthcare with IoT Data Vertical area - HealthcareKnowledge Fusion to Assist Clinical Decisions
  53. 53. 53 Copyright 2016 FUJITSU LABORATORIES LTD.

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