Enhance Collaboration and Data Sharing for Faster Decisions and Improved Mission Outcome

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1 Enhance Collaboration and Data Sharing for Faster Decisions and Improved Mission Outcome Richard Breakiron Senior Director, Cyber Solutions Office: / Cell: Digital Government Institute s Government Big Data Conference, October 9, Washington, DC

2 It s All About the Data And All Data is Not Created Equal

3 Data and Complexity Data Machine Created - logs Video Predator Surveillance Audio Phone recordings Sensor - Weather Social Media - Twitter Databases Structured Text Reports Semi-Structured Text Documents Unstructured Text Graphs Graph Dbs Analytics Semantic Extraction Sentiment Analysis Entity Extraction Link Analysis Temporal Analysis Geospatial Analysis Time Event Matrices Predictive Pattern Analysis Video/Imagery Analytics A new world of analytical possibilities is opened. 3

4 Notional Information Flow The Information Supply Chain 4

5 Framework for Big Data Collaboration Focus: Cluster I/O; Hadoop Focus: Processing; Accelerators 5

6 Big Data Lifecycle How to Create Knowledge Data in Motion Data at Rest Data in Many Forms Information Ingestion and Operational Information Real-time Analytics Stream Processing Data Integration Master Data Video/Audio Network/Sensor Entity Analytics Predictive Landing Area, Analytics Zone and Archive Raw Data Structured Data Text Analytics Data Mining Entity Analytics Machine Learning Exploration, Integrated Warehouse, and Mart Zones Discovery Deep Reflection Operational Predictive Information Governance, Security and Business Continuity Intelligence Analysis Decision Management BI and Predictive Analytics Navigation and Discovery 6

7 Workload-Optimized Big Data Lessons Learned Capacity based on aggregate total for weakest component Overall system cost when data processed closest to location of storage Tradeoffs of data locality vs. replication cost should be considered Data filtering techniques critical for optimizing Big Data infrastructure (global/local) TCO must consider all dimensions, including power/space/cooling (Though, often different funding & management organization from mission groups) Unstructured data cannot be fully structured The ratio of structured/unstructured affects workload characteristics & optimization 7

8 Federal CyberSecurity & Analytics Integrated Approach Knowing the Use Case is Critical to Mission Improvement 8

9 Visualization is Critical to Collaboration Visualization Is A Critical Accelerator For Data Exploration The Best Big Data integration technology allow visual exploration of data independent of the type of data or the source from which it came 9

10 Visualization versus Analytics Data Visualization - data that is available to those who know how to get it and make it presentation friendly and easier to digest by your average audience member. Data Analytics - is a multidimensional discipline using mathematics and statistics to gain valuable knowledge from data - data analysis. 10

11 NFL Graphs Predictive Analytics used to determine probability of success based on Down and Distance. Correlation Analytics conducted on Tom Brady s individual statistics and his affect on game outcome. 11

12 Fraud Detection Combine historical and transactional data to detect fraudulent activity, identify transactional behavior that indicates a high likelihood of illegal activities. Signal Noise 12

13 Investigation Patterns of Life Pattern-of-life analysis is a method of surveillance specifically used for documenting or understanding a subject s habits. 1 3

14 MLB Pitching Analysis Analyze multiple data sources to include video analytics to maximize the usage of the data providing valuable insight. Pitch Frequency TruMedia's MLB analytics platform Strikeout Pitches 14

15 Geospatial Analysis Data Fusion Data integration with mapping features allows interactive visualization of data fusion with Geospatial and Temporal references. 15

16 Predictive Pattern Analytics Analytical tool for predicting the location of future incidents This analytic provides an awareness of the general situation, and additionally it provides a series of tools for decision support 16

17 How to Get Started??? Get the right help 17

18 18

19 Thank You! Richard Breakiron Senior Director, Cyber Solutions Office: / Cell:

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