Big Data for Government Symposium

Transcription

1 Big Data for Government Symposium Linkedin/Groups: Technology Training

2 Big Data and Smart Cities i Dr. Jane L. Snowdon Chief Innovation Officer, IBM Federal

3 IBM Research: A global research capability T.J Watson Austin Ireland Haifa Brazil Almaden Zurich Africa India China Tokyo Australia 3

4 The World is Our Lab Dublin transit visualization Africa lab opening Australia evacuation planning Brazil citizen sensing platform Rio Operations Center 4

5 Forces reshaping technology, business, government and society 5

6 Overwhelming evidence of these forces in action 6

7 100 % Big data: This is just the beginning Percentage of uncertain data We are here Senso rs & Devic es Social Media Enterp rise Data VoI P 7

8 By 2020, Machine to Machine data will dominate Exab bytes Growth of machine-generated data 20,000 15,000 10,000 5,000 Cloud 50% % of machine generated 40% Mobile Social data Size of machine generated data 30% 20% 10% 0 0% Source: IDC s sixth annual study of the digital universe (2012) Internet of Things 8

9 Open, public data growing without Open limit Factorial acto a e explosion p os o in co context te t Actuarial data Epidemic data Government statis Patient records Weather histo... Location risk Occupational risk Family histor Dietary risk Travel history Raw data Feature extraction metadata Personal financial situa Chemical exposure Domain linkages... Social relationsh Full F ll contextual analytics 9

10 Eras of Computing Cognitive Systems Era Programma ble Systems Era ntelligence e Computer I Tabulating Systems Era Time 10

11 Cognitive Computing Learn and Reason vs. program Interact t Naturally with humans Discover and Decide deep domain knowledge representation Complex reasoning and interaction extends human cognition for achieving better outcomes 11

12 The next era of IT will be driven by Systems of Insight 12

13 Four key paradigm shifts in analyzing Big Data Leverage More Data Reduce Effort to Leverage Data Data Leads the Way Leverage Data as it is Captured 13

14 Leading the Way: Government Agencies Harnessing the Value of Big Data Improved Public Safety And Mass 60X Acceleration in Active Wild Fire Casualty Incident Management behavioral analysis, with greater accuracy Smarter Cities Reduced traffic congestion, shorter travel times, enhance emergency services Maritime Emergency Management Early and accurate detection and notification of marine resource adverse events Insider Threat Perpetual credentialing and vetting across branches and bases Smarter 14Law Enforcement 30% Reduction in Violent Crime 14

15 Leading the Way: Government Agencies Harnessing the Value of Big Data Smarter Revenue: Advanced return review analytics Tax Compliance through Fraud Analytics Smarter HealthCare Analytics High performance analytics across a vast volume of data to spot hidden trends and relationships Warfighter Care Greatly reduced frequency and severity of Traumatic Brain Injury Smarter City Services Saved $120M in infrastructure investments Smarter HealthCare Analytics High performance analytics across a vast volume of data to spot hidden trends and relationships with Netezza 15

16 Leading the Way: Government Agencies Harnessing the Value of Big Data Enhanced collaboration across the Smarter Energy electrical grid for greater demand and maintenance efficiency Smarter Resource Management: Watershed Intelligence Early and accurate detection and notification of events effecting watershed Smarter Social Services In Four Hours Identified $140M in Improper Payments Social Media Analytics Efficiently read, process and analyze large volumes of political debate-related, public feedback in real-time Optimized Healthcare Outcomes Asian Health Bureau Significantly improved Healthcare outcomes through automated image analysis & Information Sharing 16

17 Miami Dade Police Department 17

18 Miami Dade Police Department 18

19 Miami Dade Police Department 19

20 Miami Dade Police Department 20

21 Watson has opened up a world of new possibilities s sp corp flexibi size #users speed corpu us flexib ility #user rs size spee ed corp pus flexi ibility #use ers 2880 cores Single user system 2 3 sentences input 5+ days to retrain Wikipedia, general corpus Single Power 750, 240% faster 1000s of users 20 pages of input < Day to ingest and train Medical corpus Watson cloud service Millions of users Dialog chaining Few hours Broad industry corpus 21

22 Watson Foundations is an integrated approach to Big Data and Analytics CONSULTING AND IMPLEMENTATION SERVICES SOLUTIONS Sales Marketing Finance Risk Operations Fraud IT HR Industry Solutions WATSON FOUNDATIONS Decision Content Planning & Discovery & Management Analytics Forecasting Exploration Business Intelligence & Predictive Analytics Enabling agencies to Assemble and combine relevant mix of information Discover and explore with smart visualizations Analyze, predict and automate for more accurate answers Take action and automate processes Data Mgmt & Hadoop Stream Content t Optimize i analytical l performance and IT costs Warehouse System Computing Information Integration & Governance Management Reduced infrastructure complexity and cost BIG DATA & ANALYTICS INFRASTRUCTURE Manage, govern and secure information 22

23 Smarter Agriculture: Feeding Future Generations 23

24 Building a Society of Cognitive Agents Systems of cognitive agents that collaborate effectively with one another Cognitive agents that collaborate effectively with people through natural user interfaces A nucleus from which an internet-scale cognitive computing cloud can be built Criti cal Site s Outag e Model Consequ ence Table Crew Scheduler Deep Thunder Sensiti vity Analys Cognitive is Agent to Agent Sm art Swa ps Wat son Personal Avatar Human to Human Cognitive Agent to Human Objectiv e Identifica tion New s Sentim ent Analysi s Lighti ng 24

25 Systems of insight are emerging to penetrate complexity 25