Deep Learning of AlphaGo 淺談資料科學 Dr. Josh Huang MiTAC Information Technology 9/29/2016 1 3 3 Fancy Terms Deep Learning of IBM Watson Industry 4.0 Fintech, Bitcoin, AliPay, ApplePay, Tesla, SpaceX, Elon Musk White House, Precision Medicine Watson, AlphaGo https://www.youtube.com/watch?v=_xcmh1lqb9i 2 4 4 1
Deep Learning in Facial Recognition 5 5 7 Group Momentum Disappearing Jobs Group Revenue: US$29B in 2015 Business Insider 10年內將被機器人取代 76% Distribution & Fulfillment 16% Design & Manufacture 6% Electronic Chemical 內科醫師 藥師 律師 司機 太空人 店員 保母 軍人 銀行櫃員 記者 1% Basic Industry 1% SI & Mobile Solution Group Head Count: 80,000 employees in 2015 6 8 2
Executives Team MiTAC Synnex Group MiTAC International Corp. (MIC) Billy Ho Chairman Matthew Miau MiTAC Information Technology Corp. (MITC) & MiTAC Inc. (MI) Getac Technology Corp. MiTAC (MITC + MI) Simon Chiang Synnex Technology International Corp. Evans Tu Synnex Corp. (Synnex, USA) UPC Technology Corp. YS Ko Lien Hwa Industrial Corp. BOC Lien Hwa Industrial Gases Co., Ltd. Harbinger Venture Management Charles Chin BOCLH John Miau 9 11 Group Worldwide Operations Food Industry Design & Manufacturing Chemical & Materials Distribution & Fulfillment System Integration& Mobile Solution A Snapshot of MiTAC (MITC + MI) MiTAC Information Technology Corp. Established in Oct 2010, spin-off from MiTAC Inc. Paid-in capital: US$52m (after spin-off) Headquarter:Taipei No. of Employees:1,000+ Revenue in 2015:US$110m (consolidated) MiTAC Inc. Established in 1974 as mother company of MiTAC- SYNNEX Group, listed on Taiwan OTC Market in 2004 and will be transferred to a holding company gradually. Employee 80,000 Revenue US$29B in 2014 Coverage 16 countries, 101 offices MITC is a well-known system integration company. Our goal is to incorporate advanced technology and management knowledge, to provide customers with comprehensive, dynamic solutions, so as to improve productivity and efficiency in such an emerging marketplace. 10 12 3
Manufacturing MITC s Focus Industries Finance/ Banking Ticketing Product Series Chitu factory produces ticketing equipment for MRT, BRT, Rail Systems. Ticket Vending Machine for Rail & Metro Station Ticket Issuing Add Value Machine for Contactless Smart Cards Enquiry Machine for Contactless Smart Cards Auto Gate for ticket validation & passage control Smart Ticket Validator for on bus e ticket validation Government Health Care Transportation Communications 13 15 Special Industrial Products Contributions in e Government E-Gate - for Taiwan National Immigration border control AVM for Taipei Easy Card project Cash Bet Terminal for HK Jockey Club QR Code Gate for HK Airport Exp AFC projects Total 9 e government projects in 2008, MiTAC contributed 6 e Government Unified Website for Taiwan Executive Yuan e Invoice Portal & Platform for Taiwan MOF e TAX Portal & Platform for Taiwan MOF IP Portal & Platform for Taiwan IP Office SME Financing Services Portal & Platform for Taiwan MOEA Land Administration Portal for Taiwan MOI 14 16 4
Taiwan IRS System Intelligent Transportation System We provide: Application Development, System Integration, Facility Management, On site and On call Operation & Maintenance, Helpdesk Services for MOF Taiwan We support customer based on ISO27001 certificate, CMMI ACQ appraisal Taiwan Integrated TAX System ( IRS in USA ) more than 13,000 programs 300 sub systems 10,000+ concurrent real time users secured design for various tax data 1 central data center plus 5 regional data centers with redundancy backup on time to deliver in 5 years for integrated national tax web based one stop services helpdesk for web services and on call maintenance system availability committed to 7x24 99.9% extended projects:e Tax and e Invoice 37 year continuous services since 1979 Successful Cases Automatic Fare Collection System & Smart Card Application Power Supply & Distribution System Communication System Signaling System & Alarm System Electronic Toll Collection for Highway Traffic Surveillance System 17 19 Border E Gate System Intelligent Transportation System E-Gate users over 20 Millions Won an outstanding IT application award This automated checking system that helps ROC s National Immigration Agency (NIA) speed up and enhance the immigration border clearance process and security. Work Scope Budget:NT$270M Systems:E Border System(E Gate) and Advanced Passenger Information System(APIS) Deploy:45 e Gates installed at Taiwan Taoyuan (T1/T2), Taipei Songshan, Taichung and Kaohsiung International Airports and Kimen Seaport. Achievement Over 1.4M Registers and 10M passenger users till to Feb., 2014. As Taiwan is under the US Visa Waiver Program (VWP) due to E Gate and APIS implementation. Many immigration officials from UAE, Thailand, Philippine, Japan, Vietnam, America and Australia visit Taoyuan Airport E Gate And had export/installed in Dubai airport. Won an outstanding IT application award in 2014. Hsinchuang Luchou Neihu Nankang Allied with Thales and local banks to form a consortium to implement Automatic Fare Collection System for Taiwan High Speed Rail Corp. Unique combination of the long distance line reservation system and AFC system 10 year O&M contract after revenue service 32 on site engineers ensure 8 station non stop operation Ticketing & reservation servers O&M (IBM Z800 series) Smart phone QR Code ticketing, KIOSK ticketing (to book, pay, collect QR Code tickets in convenience store), voice and internet booking system Taipei Metro Network total 7 lines, 129km, 116 stations Automatic Fare Collection System, Power Supply & Distribution System, Communication System, and OCC SCADA, teaming with Thales, ALSTOM (French company) Bombardier (Canada company) Alcatel Lucent Ansaldo STS (Italian company) Marubeni, Kawasaki, Nippon Signal Awarded India Chennai subway AFCS project CCHS System Awarded Ukraine Odessa City e ticketing consulting service contract 18 20 5
Participation in BOT/ BOO Projects Tunnel Monitoring System Form EasyCard Corporation for Taipei EasyCard BOO Project Built and delivered to revenue services in 3.5 years by MiTAC led consortium Operated and owned by EasyCard Corp., consists of MiTAC, 4 local banks, Taipei MRT company, 14 private bus companies, and Taipei City Government The first touch and go IC card for mass transport in Taiwan Over 50 million subscribers, 5 million daily transactions in 2014 From transportation card to convenient store small payment card From Taipei metropolitan area extended to Taiwan island wide one card transportation Form FETC Corp. for National Highway ETC BOT Project Built and operated by MiTAC together with Far EasTone, TECO and Systex, will transfer to government after 20 year operation From north to south, ETC system could reduce Freeway driver approximately 45 minutes of driving time From per entry based system (2006) to distance based system (2012) From on board unit to build in car module Taipei Tunnel total 19.4km, combined railway and high speed railway Total 5 subsystems Fire detection and alert Safety monitoring & control Environment monitoring & control Power and lighting Others Teaming Partner: Honeywell SIL 2 certified from Lloyd s Register This certification designates that these applications and designs meet the highest industry standard for reliability and safety. 21 23 Traffic Surveillance Solutions Island wide ATM Network Backbone National 1st Highway Traffic Surveillance System National 2nd Highway Traffic Surveillance System Taipei City Traffic Surveillance System Teaming Partner: OMRON, etc. Teaming Partner: Cisco, Alcatel-Lucent, Motorola, Harris, HP, etc. 22 24 6
Smart City CCTV Surveillance System Taipei city Police Department Install 13,699 cameras at 11,500 corners in Taipei city. Install 44 car license plate recognition systems at important spots. Construct 108 computer rooms at 94 police sub bureaus. Integrate 911 system and construct new commend and control center. Provide real time CCTV image of accident spot from GIS. Retrieve image, turning active control from inactive control. Provide intelligence video system (IVS), including warning area, warning line, and image classification functions. Elaborate crime prevention and promote crime break rate. Grow up 5 times of crime break rate compared to 2012, and there are 5,282 criminal cases are aided by CCTV. Robbery and thief crime rate are dramatically dropped down compared to past 3 years. All robbery cases happened in Taipei city are solved in 2012, and promote thief crime break rate from 20% to 80%, resulted in the most stable security circumstance. New Taipei city Police Department The project is based on wireless Mesh AP architecture and combine Chung hwa Telecom co. and fiber network. Capable of flexible expansion, and all functions are integrated into one operation platform. Semiconductor Supervisory Control System Supervisory Control And Data Acquisition (SCADA) System for Gas, Power, Chiller, Chemical, DI water and Clean Room Certified as one of the Best Contractors 2011 by UMC More Than 80% Market Share in Taiwan: UMC, TSMC, Winbond, AU, Ritek, CPT, Chi mei, Vanguard, Hann Star, etc. Mainland China: 宏力半導體 貝嶺半導體 和艦半導體 25 27 Heavy Industry Process Control Solutions China Steel Company (CSC) Basic Oxygen Furnace Slab Continue Casting (SCC) Pickling Line Coil Mill (PLCM) Tandem Cold Mill (TCM) Slab Handling Facilities (SHF) Hydrogen Batch Annealing Furnaces (HBAF) & Continuous Annealing Line (CAL) Slab Yard Management (SYMC) Loop Car System for Hot Rolled Coil De SOx System Coke Plant and More than 50 Projects Since 1985 Monitoring System in Petroleum Chinese Petroleum Corp. Oil Tank Site Monitoring System Over 21 sites through out the Province Over 300 Oil Tanks being monitored Central Control Room periodically dials to each site and polls the most current data C. S. Aluminum Co. (CSAC) Cold Rolling Mill (CR6) Continuous Galvanize Line (CGL) Teaming Partner: Hitachi, Sumitomo, Mitsubishi 26 28 7
Monitoring System in Power Plain Atomic Energy Council Environmental Radiation Monitoring System Early Detection of Disaster Monitors Wind Direction and Velocity Monitors Radiation Level Monitors Rain Level Over 50 sites throughout the island MiTAC Cloud + Mobile Solutions MiERP MiCare MiStore MiHIS MiPHS MiKIO MiGENO MiHealth MiCampus Cloud Monitoring MiCloud IaaS Infrastructure MiCloud PaaS Cloud Service MiCloud SaaS Service /Application Hand-held devices Mobile / Phone 29 31 Finance and Banking Solutions Wholesale Banking System ForEx Service System Central Bank Media Reporting System SME Loan Service Platform Credit Card Services Backend Information System Credit Risk Management System 30 32 32 8
Google Cloud Service Get email, cloud storage, collaboration tools and other business apps with Google Apps for Work. Google Search for Work helps employees and customers find what they need, fast. Lets you build and host applications and websites, store data, and analyze data on Google's scalable infrastructure. The Chromebook is a new, faster computer. It starts in seconds, and offers thousands of apps. It has built-in virus protection, and backs up your stuff in the cloud. Chromebox, plus everything you need for video meetings. Smart Medical and Healthcare Services A cloud based total solution for healthcare, jointly developed by MiTAC and THESE Fully comply with standards and regulations to ensure privacyprotection Add enormous value to clinics services by combining personal healthcare services Comply with regulations of digital medical record act and exchange standard from Ministry of Health and Welfare Patients can make appointment and check in via smart phones without waiting Smart client services of health information, SMS, and making appointment Online real time update to keep up with database of National Health Insurance Administration Off line operation function, won t be disrupted by network failure 33 35 Mobile Payment EMR/LAB/PACS Cloud Services Mobile Payment 34 36 36 9
MiGENO Cloud Services Cooperate with National Taiwan Ocean University, Chi Mei Hospital and Genomics to set up cloud BAC DNA library construct service Provide high performance computing environment on cloud Applied in disease risk prediction, prevention screenings, medication counseling and prenatal and postnatal counseling services Combined with MiHIS and MiPHS to provide public health enhancement and disease prevention services 37 39 39 Super Computing Solutions 38 38 40 40 10
41 41 43 資料經濟的時代 42 42 In the next ten years, selling data will be much profitable than selling hardware. By Viktor Mayer-Schönberger 44 11
Information Pyramid Big Data in Ancient Time 45 First census of Israel, dated in 1473BC, 40 years after Moses led Israel people out of Egypt. From 1512BC to 1474BC, 400,000 Israel people and families were counted and recorded. 47 What Do You Think of DATA and Big Data? Facts Data is gold mine. Data tells insight. Data is the key to biz success. Data is valuable asset. Data can be commoditized. Data inspires entrepreneurs. Data creates new markets. Big Data in the East In 185, Han dynasty discovered supernovae N185. In Han Astronomy Book, 1300 stars are recorded. 46 46 48 12
In 1689, the first naval chart was published by Gerard van Schagen, in Amsterdam. Big Data in the West Container Harbor Kau Shung Harbor was ranked world top 3 49 51 51 Container Vessel Route Fiber Optics Cables Connected Data Centers Round the Global 50 50 52 52 13
Apple s Data Center Data Bank in 2016 53 55 Google s Data Center Big Data Market 54 56 14
UK Open Data Project in 2007 57 59 Questions UK Linked Data Cloud 2011 Who has the most data? Check data center statistics Which country is the most influential to the world? Check smart mobile devices statistics Who has the most wealth? Check Stock Market size 58 60 15
UK Open Data Portal Open Government Data Lab 61 63 UK Open Data Foundation UK Open Data Institute 62 64 16
Data Industry in Taiwan Taiwan and UK Collaboration 67 65 67 Taiwan Open Data Initiative in 2014 Taiwan Government Open Data 66 66 68 68 17
Sino Academia Open Data Societies 69 71 Taiwan GIS Center Data Industry formed in Taiwan 70 72 18
Taiwan Data Scientist Forum 2016 73 Data is an ART 75 Open Data Ranking in 2016 74 76 19
Population Data Infographics 77 79 Health Data Infographics 78 80 20
Race Distribution Infographics 81 83 David McCandless Making Data Easy to Access/Exchange 1. Linking Open Drug Data (LODD) 2. MiHealth Big Data Cloud Platform https://www.ted.com/talks/david_mccandless_the_beauty_of_data_visua lization?language=zh tw 82 84 84 21
Taiwan Bio Bank Health Big Data Application Health Knowledge Base Disease Models Health Models Open Data NHS Medical Records Big Data Precision Medicine Professionals 就醫歷程未來疾病預測醫療貢獻度 Patients 未來疾病預測就醫 衛教指導個人健康管理 ( 對肝病 / 糖尿病 ) 85 87 Personal Health Data Bank 86 88 22
MiTAC Health Bank In Summary 5.Lab Data LifeStyle Data 4.Heath Report 健康銀行 Health Bank Vital Sign 3.Health Spectrum Family Data EMR OpenData 2.Medical Record 1.Risk Assessment Weather OpenData MiTAC is ready and is in the best position as a system integration solution provider to support your local needs MiTAC SYNNEX Group US$26.4B revenue with 80,000 employees Global resources serve individual needs MITC plus MiTAC Inc. Over 40 years of success in SI Demonstrated past performances in major focuses Proven program management and quality assurance Low cost based on affordable designs and approaches High flexibility based on various practices and procedures Capable to handle complexity in large scale integrated system Capable to partner with world wide hi tech vendors to deliver mission critical system 89 91 Questions Which IT company has the most data? Check data center statistics Which IT company is the most influential to the world? Check smart mobile devices statistics Which IT company is has the most wealth? Check NASDAQ 90 23