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InfoSphere Streams toolkits :Real-Time Analytics on Data in Motion

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InfoSphere Streams comes standard with several real-time analytic toolkits to help provide quicker time to value. These include telecommunications event data, time series, text, messaging, database, geospatial, and more. Many of these toolkits are part of the InfoSphere Streams Open Source Project.

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InfoSphere Streams toolkits :Real-Time Analytics on Data in Motion

  1. 1. © 2014 IBM Corporation InfoSphere Streams toolkits: Real-Time Analytics on Data in Motion Analyze More, Speed Actions, Store Less
  2. 2. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 2 • InfoSphere Streams real-time analytics • Geospatial analytics • Natural language processing • Advanced mathematical models • Data mining • Image and video analytics • Statistics • Predictive analytics • Acoustic analytics • Client results: InfoSphere Streams • InfoSphere Streams is key to IBM Watson Foundations • Get started now • Learn More Agenda InfoSphere Streams comes standard with several real-time analytic toolkits to help provide quicker time to value. These include telecommunications event data, time series, text, messaging, database, geospatial, and more. Many of these toolkits are part of the InfoSphere Streams Open Source Project.
  3. 3. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 3 Shift from queries to real-time insight in context Ask Query Ask a question Find the data Analyze Store the data Is the analysis helpful? ??? Traditional Analytics Real-Time Analytics Fast Context Aware Analytics
  4. 4. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 4 InfoSphere Streams application pattern Ingest Prepare Detect and Predict Decide Act Store Transform Filter Correlate Aggregate Enrich Classification Patterns Anomalies Scoring Business Rules Conditional Logic Notify Publish Execute Visualize Sensors Social Machine Data Location Audio Video Text Warehouse, Hadoop, Operational Store, Files
  5. 5. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 5 Mining in Microseconds & Statistics Predictive Advanced Mathematical Models Natural Language Processing Geospatial Acoustic Entities & Relationships Image & Video InfoSphere Streams real-time analytics
  6. 6. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 6 Geospatial analytics: capabilities and benefits Enable high performance analysis and processing of geospatial data Capabilities Benefits  Geospatial analytics for next best action, real-time monitoring of devices and security  Deployment of location based applications  Higher customer satisfaction  More targeted marketing  Predictable outcomes Dublin City Center analyzes ~1,000 buses in real time
  7. 7. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 7 Natural language processing: capabilities and benefits Parse unstructured text to detect meaning and understand context Capabilities Benefits  Sentiment analysis  Consumer behavior  Identification of illegal or suspicious activities  Faster analytics  Ability to analyze internal/external data  Improved customer service 50% faster than manual techniques, at least 10x faster than traditional approaches
  8. 8. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 8 Advanced mathematical models: capabilities and benefits Detect patterns and anomalies, predict future values in real time Capabilities Benefits  Built in mathematical models for use in the natural sciences, engineering and social sciences, includes support for Matlab  Real-time public safety and health alerting, monitor and predict direction of natural disasters such as fires, floods and hurricanes  Better protection of people and homes  Deeper analytics, faster ASTRON accelerates the identification of relevant data for astronomers by 99%; information available in minutes vs. days
  9. 9. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 9 Data mining: capabilities and benefits Score streaming data using industry standard models Capabilities Benefits  Scoring of real-time data against a predefined model in Predictive Model Markup Language file (PMML)  Support for analytic tools such as IBM SPSS, ISAS and R Project  SPSS models can be dynamically refreshed in InfoSphere Streams without suspending InfoSphere Streams applications  Real-time updates to business models Wimbledon improves the fan experience; 17% increase in visits to websites and 9% increase in page views
  10. 10. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 10 Image and video analytics: capabilities and benefits Ingest and analyze all image and video data Capabilities Benefits  Content analysis on still and fast moving video data including motion detection, shape recognition, object detection and more  Enhanced security intelligence and surveillance insight  Associations made obvious across diverse sources  Recognition of patterns and facts in videos and images US government agency analyzes camera data to spot persons of interest and prevent crimes
  11. 11. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 11 Statistics: capabilities and benefits Deploy statistical packages for data in motion Capabilities Benefits  Full package of statistics such as mean, median, average, standard deviation, z-scores, and p-value  Higher quality decisions faster  Data driven decisions without huge investments in resources and computing power  More focused development time Complete millions of computations per second
  12. 12. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 12 Predictive analytics: capabilities and benefits Analyze operations in real-time Capabilities Benefits  Analytics for the Internet of Things including machine data, sensors, meters, cars, devices and more  Integration with Smart Cloud services for predictive maintenance  Optimal availability, capacity and resource utilization  Performance improvements  Lean operations  Visibility into operations, customer experience, transactions and behavior IBM semiconductor manufacturing automates in-flight analysis of real-time test data and 500 live feeds to provide real-time anomaly detection, alerts, predictions and diagnostics
  13. 13. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 13 Acoustic analytics: capabilities and benefits Enable high performance analysis and processing of acoustic data Capabilities Benefits  Support for all common audio file formats to make sense with even a simple utterance  Improve call center experiences  More appropriate handling of emergency calls  Better understanding of the environment by listening to sounds in nature such as fish and birds Adelos speeds processing of 275 MB of data from hours to milliseconds for rapid analysis
  14. 14. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 14 Client results: InfoSphere Streams More Volume: 10x more records per second on the same hardware More Variety: Analytics and powerful models, not simply if/then/else rules More Velocity: 1/10 to 1/1000 the latency Faster risk analysis Real-Time Actionable Insight Better Focused Attention New revenue stream Improvement in marketing while cutting time to launch 80% $75M Hours to seconds 70% Detection of New Fraud Patterns
  15. 15. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 15 InfoSphere Streams client success Watch the video “Our customers are realizing large jumps in revenue growth by personalizing their interaction with their customers with what we call: The Now Relationship.” Mark Radford, Knowesis Watch the video “The immediate benefits are tangible, direct and worthwhile.” John Gaughan, project coordinator, Marine Institute Ireland “Improvement of about 16% in forecast accuracy in the first three days.” Dr. Kostas Kalpakis, Department of Computer Science and Electrical Engineering, UMBC “We can do this a 100 times faster than before.” Dr. N. Stewart McIntyre, Professor Emeritus, University of Western Ontario Watch the video Watch the video Watch the video Watch the video Watch the video Watch the video Watch the video “We improved performance 12X using InfoSphere Streams with IBM Opportunity Detection.” -IBM Distinguished Engineer Watch the video Watch the videoWatch the video Watch the video Watch the video
  16. 16. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 16 Information Integration & Governance Systems Security On premise, Cloud, As a service Storage New/Enhanced Applications All Data What action should I take? Decision management Landing, Exploration and Archive data zone EDW and data mart zone Operational data zone Real-time Data Processing & Analytics What is happening? Discovery and exploration Why did it happen? Reporting and analysis What could happen? Predictive analytics and modeling Deep Analytics data zone What did I learn, what’s best? Cognitive InfoSphere Streams InfoSphere Streams is key to IBM Watson Foundations
  17. 17. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 17 InfoSphere Streams Quick Start Edition What is InfoSphere Streams Quick Start? – No charge, downloadable edition to allow you to experiment with stream computing – No time or data limitations for use on your unique use cases in non-production systems – Sophisticated analytics for large data sets; quickly ingest, analyze and correlate data – Comprehensive development tools and scale-out architecture to get up and running quickly, support available through forums & communities Download Now! ibm.co/streamsqs VM Ware image & regular install available Video Tutorial ibmurl.hursley.ibm.com/476B Over 10,000 downloads
  18. 18. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 18 InfoSphere Streams Developer Community Discuss, Learn, Share Your direct channel to the InfoSphere Streams development team Engage across 5 key areas – Documentation: Get started, code articles/snippets, how to videos and more – Downloads: Links to the latest downloads – Get help: Online information and articles, post questions and get answers – Blogs: Read about the latest features and discuss feature usage and improvements – Events: Find an event near you, explore a complete calendar ibmdw.net/streamsdev
  19. 19. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 19 InfoSphere Streams open source project Harness the energy of the open source community Empower developers to be more agile and faster – Easy customizations – Community resources and community growth – Ability to steer the direction of InfoSphere Streams product development Start faster with lower risk, begin with open source and extend – Support of IBM with the flexibility and speed of open source Increase the range and scope of big data applications New https://github.com/IBMStreams
  20. 20. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less Get the PDF: https://www14.software.ibm.com/webapp/iwm/web/signup.do?source=sw-infomg Chapter 1: Big Data at Rest and in Motion Chapter 2: In-Motion Use Cases Chapter 3: Program, Framework, or Platform Chapter 4: InfoSphere Streams Chapter 5: The InfoSphere Streams Ecosystem Chapter 6: Getting Started Appendix: Resources and References
  21. 21. © 2014 IBM Corporation Analyze More, Speed Actions, Store Less 21 Explore more on Stream Computing  InfoSphere Streams product website  IBM Context-Aware Stream Computing webpage  IBM Context-Aware Stream Computing on Big Data Hub  InfoSphere Streams developerWorks community  InfoSphere Streams Developer Community  InfoSphere Streams data sheet  InfoSphere Streams for industry alignment webpage Kimberly Madia @madiakc Avadhoot (Avi) Patwardhan @avi_patwardhan

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