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Creating the Hyperconnected Cloud for Global Digital Co-Creation

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Fujitsu is enabling Digital Co-creation by using digital technologies to provide “connected services” to customers. Fujitsu Laboratories is exploring the concept of “Hyperconnected Cloud” as its technology vision for future Digital Co-creation platforms, pursuing technologies that connect wisely, simply, and securely. In this session, we will share our latest research results and early examples of the social implementation of these new and emerging technologies.
Speaker:Shigeru Sasaki

Publié dans : Technologie
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Creating the Hyperconnected Cloud for Global Digital Co-Creation

  1. 1. 1 Copyright 2017 FUJITSU LABORATORIES LTD. Fujitsu Forum 2017 #FujitsuForum
  2. 2. 2 Copyright 2017 FUJITSU LABORATORIES LTD. Creating the Hyperconnected Cloud for Global Digital Co-Creation Shigeru Sasaki FUJITSU LABORATORIES LTD. CEO
  3. 3. 3 Copyright 2017 FUJITSU LABORATORIES LTD. Overview of Fujitsu Laboratories
  4. 4. 4 Copyright 2017 FUJITSU LABORATORIES LTD.  Body text 1st layer  Body text 2nd layer • Body text 3rd layer • Body text 4th layer • Body text 5th layer New Technology New Business Model New Market Fujitsu Laboratories: Mission Driving the Fujitsu Group growth with leading-edge technologies 4 Copyright 2017 FUJITSU LABORATORIES LITD.
  5. 5. 5 Copyright 2017 FUJITSU LABORATORIES LTD. Fujitsu’s Innovation Human Centric Innovation People Information 1974 2003 1954 2011 LSI-based computer (World’s fastest at the time)Fujitsu Labs was established Petascale computing (World's fastest supercomputer) (2011 - 2014) 2017 Infrastructure 1992 2005 Palm vein authentication (World’s first) 1979 Ladder-type SAW Filter (World’s smallest high-performance) High Electron Mobility Transistor (HEMT: World’s first) Single-photon emission from quantum dots (World’s first, joint R&D with University of Tokyo) 2006 Digital picture encoding and Transmission system (Industry's first) 1996 Color Plasma Display (World’s first) Semiconductor Microfabrication ArF Resist Material (World’s first) FRAM (StartMassProduction) 1999 1989 1968Relay-based Mainframe (Japan’s first)
  6. 6. 6 Copyright 2017 FUJITSU LABORATORIES LTD. Beijing Shanghai Suzhou Kawasaki Atsugi Toronto Madrid London Sunnyvale, California Richardson, Texas Global Activity  Employees: Approx. 1200 in Japan, Approx. 230 overseas  Open Innovation: 124 Projects in Japan, 34 Projects in 11 Countries Big Data Analysis Healthcare AI Traffic Surveillance AIQuantum-InspiredComputing 6 Copyright 2017 FUJITSU LABORATORIES LTD.
  7. 7. 7 Copyright 2017 FUJITSU LABORATORIES LTD. Fujitsu Laboratories’ R&D Strategic Scheme Solve social problems with advanced technologies by predicting the future and global trends HealthcareManufacturing MobilityLife Innovation One Network Foundational Research Security Connected Business Platform AI Intelligent Computing  Computer Architecture  Network Architecture  Nine-Sensecomputing  Social Science  Physical and Chemical Digital Co-creation Human Centric Innovation Technology Vision: Hyperconnected Cloud Applied Innovation Research: 10% Commercialization R&D : 30% Advanced Research: 50% Fundamental Research: 10% Fujitsu Technology and Service Vision Social Innovation
  8. 8. 8 Copyright 2017 FUJITSU LABORATORIES LTD. Megatrends and Fujitsu Laboratories’ R&D Strategies
  9. 9. 9 Copyright 2017 FUJITSU LABORATORIES LTD.Copyright 2017 FUJITSU LABORATORIES LTD.9 Vision by Predicting Future and Global Trends “Knowledge Sharing“ & “Quick Decision Making“1 “Human Creativity” × "Digital Technologies“2 “Transform Social Regulations” ⇒ “Open Ecosystem”3 9 Copyright 2017 FUJITSU LABORATORIES LTD.
  10. 10. 10 Copyright 2017 FUJITSU LABORATORIES LTD.Copyright 2017 FUJITSU LABORATORIES LTD.10 Vision by Predicting Future and Global Trends “Knowledge Sharing“ & “Quick Decision Making“1 “Human Creativity” × "Digital Technologies“2 “Transform Social Regulations” ⇒ “Open Ecosystem”3 10 Copyright 2017 FUJITSU LABORATORIES LTD.
  11. 11. 11 Copyright 2017 FUJITSU LABORATORIES LTD.Copyright 2017 FUJITSU LABORATORIES LTD.11 Vision by Predicting Future and Global Trends “Knowledge Sharing“ & “Quick Decision Making“1 “Human Creativity” × "Digital Technologies“2 “Transform Social Regulations” ⇒ “Open Ecosystem”3 11 Copyright 2017 FUJITSU LABORATORIES LTD.
  12. 12. 12 Copyright 2017 FUJITSU LABORATORIES LTD.Copyright 2017 FUJITSU LABORATORIES LTD.12 Vision by Predicting Future and Global Trends “Knowledge Sharing“ & “Quick Decision Making“1 “Human Creativity” × "Digital Technologies“2 “Transform Social Regulations” ⇒ “Open Ecosystem”3 12 Copyright 2017 FUJITSU LABORATORIES LTD.
  13. 13. 13 Copyright 2017 FUJITSU LABORATORIES LTD. Trends of Fujitsu Laboratories’ Eight Emerging Technologies 13 Copyright 2017 FUJITSU LABORATORIES LTD. Computing Revolution Digital Annealer Ⅰ Explainable artificial intelligence Deep Tensor + Knowledge Graph Ⅱ Data-driven platform connecting various industries: Connected Digital Place Ⅲ Dramatic increase in the number of connected things: Zero Limitation Networking Ⅳ Speed & Insight by Software-defined World: Microservice Transformation Ⅴ Data reliability assurance: Borderless IoT Security Ⅵ Human five senses, Sixth sense, Illusion, Desire, and Empathy: Nine-Sensecomputing Ⅶ Fusion of Physical and Chemical: Materials Informatics Ⅷ
  14. 14. 14 Copyright 2017 FUJITSU LABORATORIES LTD. Trends of Fujitsu Laboratories’ Eight Emerging Technologies 14 Copyright 2017 FUJITSU LABORATORIES LTD. Computing Revolution Digital Annealer Ⅰ Explainable artificial intelligence Deep Tensor + Knowledge Graph Ⅱ Data-driven platform connecting various industries: Connected Digital Place Ⅲ Dramatic increase in the number of connected things: Zero Limitation Networking Ⅳ Speed & Insight by Software-defined World: Microservice Transformation Ⅴ Data reliability assurance: Borderless IoT Security Ⅵ Human five senses, Sixth sense, Illusion, Desire, and Empathy: Nine-Sensecomputing Ⅶ Fusion of Physical and Chemical: Materials Informatics Ⅷ
  15. 15. 15 Copyright 2017 FUJITSU LABORATORIES LTD.Copyright 2017 FUJITSU LABORATORIES LTD.15 Solutions for Global Social Concerns 15 Copyright 2017 FUJITSU LABORATORIES LTD. Natural Disasters EconomicsFood Medical Care TransportationEnvironment
  16. 16. 16 Copyright 2017 FUJITSU LABORATORIES LTD. 2014 2015 2016 2017 2018 2019 Middle East/Africa Latin America Middle East/ Eastern Europe Western Europe North America Asia-Pacific Future Trends of Logistics / Distribution Industry 40 30 20 10 0 [Tril.dollars] Source: Analysis of ICT Industrial Trends in the IoT Era: 2016 White Paper on Information and Communications in Japan (by MIC) World’s E-Commerce market $35 Tril. [Year] Logistics/Distribution Industry Forecast • Increase of logistics resources • Shifting to global/borderless market • Increaseof logistics resources/demands for workers • In 2030  World population: Approx. 8.3 billion  Megacities with populations of over 10 mil.: 41 cities  Expansion of Cross-border EC (Volume of cross-border transactions: 3 times)  Fully automated transport /delivery of goods - Source: UNIDO, International Yearbook of Industrial Statistics 2016 by MIC - 2016 the Future Direction of the Active Use of Big Data in the Distribution and Logistics Field by METI study group Keys to the solution of social issues:  Global logistics management across borders of land, sea and air  Optimization of SCM, required time for delivery, work hours, and energy consumption  Smart mobility realization by AI and connected car
  17. 17. 17 Copyright 2017 FUJITSU LABORATORIES LTD. ICT Supporting the Future E-Commerce, Logistics / Distribution GPS Automated Driving Camera/ Sensor - Merchandise & service matching - Small quantity & large variety transportation - Energy consumption minimization - Working conditions / Vehicle monitoring Sharing Management system Person Retail Warehouse/ Logistics center Factory Production plan, Purchase/Sales order plans Digital marketing - Transportation route combinatorial optimization - Last mile transportation AI/Data analysis •Deep Tensor •Data Bazaar Computing •Digital Annealer •Edge Computing Network •5G / IoT/ Sensor network •GPS / RFID Telematics Global SCM Wearable device’s driver information Meteorological data Distribution/ Logistics Congestion alleviation/ elimination Environmental pollution elimination Traffic information Environmental information
  18. 18. 18 Copyright 2017 FUJITSU LABORATORIES LTD. Future Work Style Trends Source: Annual Report on the Aging Society: 2016 by Cabinet Office Source: United Nations, The World Population Prospects: The 2012 Revision ICT Progress and Future Work Styles: 2016 White Paper on Information and Communications in Japan (by MIC) 50 60 70 80 90 100 1950 2000 2050 Female Male 100 90 70 60 50 [Age] 80 90.29 84.19 Transition/prediction of Japanese average longevity Work style prediction • In 2030 (Elderly people: at age 65 or over)  Number of elderly people in the world: Exceeded the one billion mark  Increase of the elderly percentage in the population Japan: 32%, U.S.: 21%, China: 16%, Germany: 31% • Diversified employment patterns • Increased demand for engineers/ professionals in new fields along with advent of advanced technologies [Year] Keys to economic growth:  Recruit more diverse staffers globally (Value dynamism of individuals)  Create new job categories and services by increasing business demand  Expand/provide work opportunities and improve work quality/productivity
  19. 19. 19 Copyright 2017 FUJITSU LABORATORIES LTD. Future Work Styles New business creation New products / Services ⇔ Demand / Consumption HR matching Job orders ⇔ HR data HR optimization Work volume / Quality / Health conditions⇔ Skill / Work hours Human resources/ICT infrastructure resources VR/AR automatictranslation Human Empowerment Sales/Service HR support Healthcare Education/ School expense subsidy Routine task automation/ Work support Office Telework Space UI Technology Conveyance of Realistic Sensation AI/Data analysis • Deep Tensor • Data Bazaar Computing • Digital Annealer • Cloud/Edge Comp. Network • 5G / IoT • Sensor Network Mobile Work Factory Automation Remote collaboration at the global level
  20. 20. 20 Copyright 2017 FUJITSU LABORATORIES LTD. For Knowledge Creation Breakthrough in Human ability and performance by ICT What ICT and AI can do Human+ICT Human Digital Annealer Deep Tensor Nine-Sensecomputing • Social issue solution • Optimization / Combination (Logistics, Disaster prevention,…) • Decision-making support (Healthcare, Finance, …) • Materials Informatics ・Knowledge accumulation ・Human ability enhancement ・Customer contacts enhancement ・Manufacturing transformation/SCM ・Work style reform Knowledge graph IntelligencexProcessingability GeneralityExpertise • Big data analysis • Permanent recording/storage • Automation/Autonomization Natural language recognition Semantic analysis (Understanding of meaning) Ontology (Reasoning) Image recognition Information processing Symbol processing What ICT can do by itself General AI ICT+AI Operating instead of human beings Human + AI + ICT What we should dowith Human-in-the-loop
  21. 21. 21 Copyright 2017 FUJITSU LABORATORIES LTD. Human Empowerment Quick Decision MakingInfo Sharing and Analysis World’s Huge Knowledge Base Human in the loop Info Sharing and Analysis Data Collection/ Information Sharing Data Collection Information Sharing
  22. 22. 22 Copyright 2017 FUJITSU LABORATORIES LTD. Human Empowerment Quick Decision MakingInfo Sharing and Analysis World’s Huge Knowledge Base Human in the loop Info Sharing and Analysis Data Collection/ Information Sharing Data Collection Information Sharing
  23. 23. 23 Copyright 2017 FUJITSU LABORATORIES LTD. Digital Co-Creation Digital Innovation / Transformation Edge Computing Brain Type Computing Security Servers Cloud Computing Company A Finance Company B Healthcare Company C Mobility Big Data IoT Private Cloud Public Cloud On- premises API API API API Fujitsu Technologies Applications Company D Public
  24. 24. 24 Copyright 2017 FUJITSU LABORATORIES LTD. The World of Hyperconnected Cloud / Leading-Edge Basic Research: Challenging the limitations of ICT Security: Integrated securitysystem protecting cyberspace, IoT, personal identity data, and products Core/Front Network Fusion: One network virtually connecting all things from physical networks to front- end devices and services Service-Oriented Connection: Integrate various services dynamically and promote Co-creation business Web Scale ICT Infrastructure: Novel ICT architecture toward intelligent cloud era AI (Artificial Intelligence): Make all products, functions and services intelligent through AI
  25. 25. 25 Copyright 2017 FUJITSU LABORATORIES LTD. Key R&D Strategies
  26. 26. 26 Copyright 2017 FUJITSU LABORATORIES LTD. Concept of Key R&D Strategies Copyright 2017 FUJITSU LABORATORIES LTD.26 AI Explainable AISolving Currently Unsolvable Problems " Knowledge Sharing“ & "Quick Decision Making“
  27. 27. 27 Copyright 2017 FUJITSU LABORATORIES LTD. Concept of Key R&D Strategies Copyright 2017 FUJITSU LABORATORIES LTD.27 Explainable AI AI ・High-speed data analysis ・Optimization problems ・Data sampling Solving Currently Unsolvable Problems " Knowledge Sharing“ & "Quick Decision Making“
  28. 28. 28 Copyright 2017 FUJITSU LABORATORIES LTD. Concept of Key R&D Strategies Copyright 2017 FUJITSU LABORATORIES LTD.28 Explainable AI AI ・Operation/Route planning ・Medical care (Radiotherapy) ・Investment portfolio ・Chemical substance search ・Disaster prevention plan ・Electric network optimization ・High-speed data analysis ・Optimization problems ・Data sampling Solving Currently Unsolvable Problems " Knowledge Sharing“ & "Quick Decision Making“
  29. 29. 29 Copyright 2017 FUJITSU LABORATORIES LTD. Concept of Key R&D Strategies Copyright 2017 FUJITSU LABORATORIES LTD.29 Explainable AI Digital Annealer Domain Specific Computing ・Operation/Route planning ・Medical care (Radiotherapy) ・Investment portfolio ・Chemical substance search ・Disaster prevention plan ・Electric network optimization ・High-speed data analysis ・Optimization problems ・Data sampling AI Solving Currently Unsolvable Problems " Knowledge Sharing“ & "Quick Decision Making“
  30. 30. 30 Copyright 2017 FUJITSU LABORATORIES LTD. Concept of Key R&D Strategies Copyright 2017 FUJITSU LABORATORIES LTD.30 Explainable AI ・Big Data analysis ・Existing and Empirical knowledge learning ・Data cleansing AI Digital Annealer Domain Specific Computing ・Operation/Route planning ・Medical care (Radiotherapy) ・Investment portfolio ・Chemical substance search ・Disaster prevention plan ・Electric network optimization ・High-speed data analysis ・Optimization problems ・Data sampling Solving Currently Unsolvable Problems " Knowledge Sharing“ & "Quick Decision Making“
  31. 31. 31 Copyright 2017 FUJITSU LABORATORIES LTD. Concept of Key R&D Strategies Copyright 2017 FUJITSU LABORATORIES LTD.31 Explainable AI ・System automation ・Emotion/feeling understanding ・Medical care (Gene analysis, Drug discovery) ・Matching services ・Cyber security ・Big Data analysis ・Existing and Empirical knowledge learning ・Data cleansing AI Digital Annealer Domain Specific Computing ・Operation/Route planning ・Medical care (Radiotherapy) ・Investment portfolio ・Chemical substance search ・Disaster prevention plan ・Electric network optimization ・High-speed data analysis ・Optimization problems ・Data sampling Solving Currently Unsolvable Problems " Knowledge Sharing“ & "Quick Decision Making“
  32. 32. 32 Copyright 2017 FUJITSU LABORATORIES LTD. Concept of Key R&D Strategies Copyright 2017 FUJITSU LABORATORIES LTD.32 Explainable AI Deep Learning Unit Knowledge Graph ・System automation ・Emotion/feeling understanding ・Medical care (Gene analysis, Drug discovery) ・Matching services ・Cyber security Deep Tensor ・Big Data analysis ・Existing and Empirical knowledge learning ・Data cleansing AI Digital Annealer Domain Specific Computing ・Operation/Route planning ・Medical care (Radiotherapy) ・Investment portfolio ・Chemical substance search ・Disaster prevention plan ・Electric network optimization ・High-speed data analysis ・Optimization problems ・Data sampling Solving Currently Unsolvable Problems " Knowledge Sharing“ & "Quick Decision Making“
  33. 33. 33 Copyright 2017 FUJITSU LABORATORIES LTD. Concept of Key R&D Strategies 33 Copyright 2017 FUJITSU LABORATORIES LTD. Explainable AI Deep Learning Unit Knowledge Graph ・System automation ・Emotion/feeling understanding ・Medical care (Gene analysis, Drug discovery) ・Matching services ・Cyber security Deep Tensor ・Big Data analysis ・Existing and Empirical knowledge learning ・Data cleansing AI Digital Annealer Domain Specific Computing ・Operation/Route planning ・Medical care (Radiotherapy) ・Investment portfolio ・Chemical substance search ・Disaster prevention plan ・Electric network optimization ・High-speed data analysis ・Optimization problems ・Data sampling Solving Currently Unsolvable Problems " Knowledge Sharing“ & "Quick Decision Making“
  34. 34. 34 Copyright 2017 FUJITSU LABORATORIES LTD. Quick Decision Making “Solving Currently Unsolvable Problems: Digital Annealer”
  35. 35. 35 Copyright 2017 FUJITSU LABORATORIES LTD. Current and Future Computers Quantum Computer Brain Computer General-Purpose Computer
  36. 36. 36 Copyright 2017 FUJITSU LABORATORIES LTD. Difference between Bit and Quantum Bit Superposition [ 0 ] or [ 1 ] Both States[ 0 ] or [ 1 ] States General-Purpose Computer (Digital Bit) Quantum Computer (Quantum Bit)
  37. 37. 37 Copyright 2017 FUJITSU LABORATORIES LTD. Quantum Superposition 30 Quantum Bits: Expression of 1billion or more combinations 2 = 1,073,741,82430
  38. 38. 38 Copyright 2017 FUJITSU LABORATORIES LTD. Quantum-Inspired Computing Quantum Computer Brain Computer Digital Annealer General-Purpose Computer
  39. 39. 39 Copyright 2017 FUJITSU LABORATORIES LTD. New Drug Discovery Search for molecules with requested characteristics 40 million or more known materials 3rd 2nd 1st 39 Copyright 2017 FUJITSU LABORATORIES LTD.
  40. 40. 40 Copyright 2017 FUJITSU LABORATORIES LTD. New Drug Discovery Search for molecules with requested characteristics 40 million or more known materials 3rd 2nd 1st or more combinations Comparison of Molecules Consisting of Different Combinations of 50 atoms 48 10 Within 1 Second10 years 24 40 Copyright 2017 FUJITSU LABORATORIES LTD.
  41. 41. 41 Copyright 2017 FUJITSU LABORATORIES LTD. Medical Care Radiotherapy for cancer Copyright 2016 FUJITSU LABORATORIES LTD.41
  42. 42. 42 Copyright 2017 FUJITSU LABORATORIES LTD. Strategy of Quantum Computing Achievement of Computing Revolution by Global Co-creation Quantum Computing Finance Portfolio optimization Medicalcare Radiotherapy Disaster Measures Security Transpor- tation / Logistics Computing Revolution Challenge Currently Unsolvable Problems ¥ Brain Computing Neural Computing Approximate Computing Digital Annealer Evolution Quantum Annealer Quantum Gate FUJITSU LABORATORIES Digital Annealer University of Toronto Social System Application Software 1QBit QuantumComputing Software • Strategic partnership • A new research center is established in Toronto
  43. 43. 43 Copyright 2017 FUJITSU LABORATORIES LTD. Fujitsu Digital Annealer Demonstration N15 39 Copyright 2017 FUJITSU LABORATORIES LTD.
  44. 44. 44 Copyright 2017 FUJITSU LABORATORIES LTD. Knowledge Sharing “Explainable Artificial Intelligence”
  45. 45. 45 Copyright 2017 FUJITSU LABORATORIES LTD. Explainable Artificial Intelligence Deep Learning Inquiry to AI Demonstration Q8
  46. 46. 46 Copyright 2017 FUJITSU LABORATORIES LTD. Explainable Artificial Intelligence LOD Numerical strings Data bases Texts Data from all over the world Theses Symbol strings Plot data Character strings ●×▲■ ◆÷☆★ ◎〒 223630 679314 1592 gろFに TかさQ わVん Inquiry to AI Deep Tensor Demonstration Q8
  47. 47. 47 Copyright 2017 FUJITSU LABORATORIES LTD. Explainable Artificial Intelligence LOD Numerical strings Data bases Texts Knowledge Graph Data from all over the world Growing knowledgedata basewith meaning,grounds, andrelationship Theses Symbol strings Plot data Character strings ●×▲■ ◆÷☆★ ◎〒 223630 679314 1592 gろFに TかさQ わVん Healthcare Finance Human Resource Inquiry to AI Deep Tensor Graph Expression Demonstration Q8
  48. 48. 48 Copyright 2017 FUJITSU LABORATORIES LTD. Explainable Artificial Intelligence Fusion of Deep Tensor and Knowledge Graph LOD Numerical strings Data bases Texts Knowledge Graph Data from all over the world Growing knowledgedata basewith meaning,grounds, andrelationship Theses Symbol strings Plot data Character strings Tensor Expression ●×▲■ ◆÷☆★ ◎〒 223630 679314 1592 gろFに TかさQ わVん Inquiry to AI Explainable Artificial Intelligence Graph Expression Healthcare Finance Human Resource Deep Tensor Demonstration Q8
  49. 49. 49 Copyright 2017 FUJITSU LABORATORIES LTD. Explainable Artificial Intelligence Fusion of Deep Tensor and Knowledge Graph LOD Numerical strings Data bases Texts New Insights Data from all over the world Experts Theses Symbol strings Output by AI Plot data Character strings ●×▲■ ◆÷☆★ ◎〒 223630 679314 1592 gろFに TかさQ わVん Inquiry to AI Knowledge Graph Growing knowledgedata basewith meaning,grounds, andrelationship Tensor Expression Explainable Artificial Intelligence Graph Expression Healthcare Finance Human Resource Deep Tensor Judgement / Discovery / Explanation Demonstration Q8
  50. 50. Emerging Technologies Lead to the Digital Future Copyright 2017 FUJITSU LABORATORIES LITD.50
  51. 51. 51 Copyright 2017 FUJITSU LABORATORIES LTD. Bockchain in the Connected World  Collaborationwithadistributedautonomousdatasystemanditsutilization Collaborationwithadistributedautonomousdatasystemanditsutilization Manufacturing Logistics Blockchain IoT Fintech ¥ Healthcare Partners IndividualGovernment RetailEnterprises
  52. 52. 52 Copyright 2017 FUJITSU LABORATORIES LTD. Internet  Blockchain-based Software for a Secure Data Exchange Network Data Exchange Networks with Speeding up Blockchain Block chain Data Exchange Network Data exchange between companies via Entrusted 3rd party Centralized Data Exchange using Cloud Distributed Data Exchange using Blockchain Company A Data Company A Data Internet Target data is controlled by each owner Company C Data Company C Data Company D Data Company B Data Company C Data Company D Data A C DB VPX Gateways Entrusted 3rd Party Demonstration Q2
  53. 53. 53 Copyright 2017 FUJITSU LABORATORIES LTD. Fujitsu Labs’ Fundamental Concept of Security Protect people Protect data Protect systems Personal authentication Biometric authentication NFC/ Card authentication Authentication-ID linkage Equipment authentication Device authentication HW authentication Authentication protocol ID linkage Data protection Measures against information leakage Privacy protection Privacy risk management Measures against cyberattacks Vulnerability monitoring Guarantee Protection Management evaluation Anonymization Concealment (Image) Encryption DB protection Measures against viruses Measures against targeted attacks Privacy influence evaluation Privacy by Design Behavioral characteristics analysis Information tracking Vulnerability evaluation Vulnerability reduction measures Authentication/Authorization Privacy & Data Security Cyber Security Borderless IoT Security
  54. 54. 54 Copyright 2017 FUJITSU LABORATORIES LTD. Rapid Analysis and Measure of Unknown Attacks using AI Rapid Analysis and Measure of Unknown Attacks using AI An unknown attack Malware increases over 1 million worldwide day after day ! Copyright 2017 FUJITSU LABORATORIES LITD.54
  55. 55. 55 Copyright 2017 FUJITSU LABORATORIES LTD. Graph-Structured Data AI Technology for Security  Enhancement of accuracy in detecting post-intrusion malware activities with AI Time-Series Log Graph Data Network log + +・ ・ ・ Terminal log Tensor expression + Learning relations among tensor expressions like time-series. Multiple Tensor Expressions Deep Tensor ・ ・ ・ Tensor expression Tensor expressionNetwork log: source IP address Network log: destination IP address Network log: source port Network log: destination port Terminal log: category of command Terminal log: name of program Terminal log: size of packet Each tensor expression holds one feature of malware activities Demonstration L6
  56. 56. 56 Copyright 2017 FUJITSU LABORATORIES LTD.
  57. 57. 57 Copyright 2017 FUJITSU LABORATORIES LTD. AI-Based Fast Retrieval of Similar Images: Technology in CT Scan CT images Retrieval Results Diagnosis previously made by doctor manually ⇒It takes a lot of time Verification CT images Retrieval keys Number of abnormal shadow candidates Recogni- tion of abnormal shadow Automatic separation of core and peripheral sections Machine Learning Image Processing core Periphery Periphery Core Core Periphery ResultsRetrieval keys AI:約10分 Database Image Diagnosis Diagnosis by Specialists:about 1 hour Specialists+AI:within 10 min
  58. 58. 58 Copyright 2017 FUJITSU LABORATORIES LTD.
  59. 59. 59 Copyright 2017 FUJITSU LABORATORIES LTD. Athlete Sensing Technology Transforming a dynamic space in the real world into a virtual space by using multiple cameras Multiple Cameras Making 3D model form images The Real World Vision having high presence AR/VR Synthesizing 2D images with 3D model 3D Structure Analysis Rendering Vision Multimedia tech. Computer tech.× Virtual Space
  60. 60. 60 Copyright 2017 FUJITSU LABORATORIES LTD. Video: 45 sec
  61. 61. 61 Copyright 2017 FUJITSU LABORATORIES LTD.  Challenging the limitations of ICT Challenging the limitations of ICT Copyright 2016 FUJITSU LABORATORIES LTD.61 Nine-Sensecomputing  Autonomous actions based on understanding of human affections, emotion, five senses, sixth sense, illusion, desire, and compathy Social Science  Analysis/evaluation/verification of social phenomenon and economic change through empirical approach Network Architecture  Challenging the limitations of optical/radio communications and enhancement of software-defined communication technology Physical & Chemical  New device/3D packaging/Energy creation technologies, by materials informatics 2025 Ultra High Speed Devices Gas Sensors Quantum Information Devices Computer Architecture  Intelligent computing supporting people with autonomous learning (Domain-Specific, Quantum, Neuro, Brain-Type) Leading-Edge Basic Research
  62. 62. 62 Copyright 2017 FUJITSU LABORATORIES LTD. Nine-Sensecomputing  Five Senses, Sixth Sense, Illusion, Desire, and Compathy Gaze Tracking sensors Gaze Detection Bank-transfer fraud detection/preventive measure Scammer Victim (Elderly person) Phone scam “Come here to explain about the compensation.” Records what, where, and how long the person observes objects Speech Recognition “Well, even if you say that…”
  63. 63. 63 Copyright 2017 FUJITSU LABORATORIES LTD.
  64. 64. 64 Copyright 2017 FUJITSU LABORATORIES LTD.
  65. 65. 65 Copyright 2017 FUJITSU LABORATORIES LTD.

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