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The Real Time Cloud

The Real Time Cloud. Paul Watson Newcastle University, UK. Real time Data Sources increasing. Environmental. Sensors. Medical. In Car. Location. CCTV. ANPR. RFID. Real time Data Sources increasing. e-mail. People (directly). twitter. text. Real time Data Sources increasing.

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The Real Time Cloud

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  1. The Real Time Cloud Paul Watson Newcastle University, UK

  2. Real time Data Sources increasing Environmental Sensors Medical In Car Location CCTV ANPR RFID

  3. Real time Data Sources increasing e-mail People (directly) twitter text

  4. Real time Data Sources increasing Software as a Service People (indirectly)

  5. Can we help older drivers? Professor Phil Blythe Visalakshmi Suresh

  6. CENEX Electric Smart Car

  7. Real-Time Telemetry • TRIP SUMMARY • Power Consumed (.0611KWh) • Average Temperature (4) • Break Pedal Pressed (996) • Distance (8.4 km) • Speed (34 km/h) • Carbon foot print (6.972 g)

  8. Helping Older Drivers • Identify long-term trends? • cognitive impairments • Short-term problems • effects of drugs • Suggest the need for assistive technologies

  9. Pattern Match, Analyse, React Telemetry, Location Advice Weather, Maps, Trends, Medical Records Medic, Optician, Assistive Technology Request

  10. Can we use pervasive technologies to allow people to stay longer in their own homes? Professor Patrick Olivier

  11. Ambient Kitchen

  12. Pattern Match, Analyse, React Sensors Video Prompting Advice Trends, Medical Records Interests Photos Video Medics, Family, Friends, Emergency Services

  13. Our Current Architecture Consumers & Generators Consumers App App App App Generators Could & Should we move to Clouds? App Filter Real Time Historic Sensors Inform Create Models Calibrate Models Aggregations Event Processing Data Warehouse Sensor events → Application events

  14. Real-Time Cloud Computing: Thin Clients simpler devices lower energy flexibility...

  15. Real-Time Cloud Computing: Flexibility add new apps improve apps

  16. Navigation to charger Assistance for Older Drivers Congestion Avoidance Dynamic Congestion Charging

  17. Assistance for People with Dementia Teaching Cookery Interactive Cookery “Books” Language Learning

  18. Real-Time Cloud Computing: Scalability 5 cars to 50 million machine learning information integration

  19. Challenges • Can clouds meet these needs? • Bandwidth • Latency • Cost ($) • Can there be a generic real-time cloud platform?

  20. Science Cloud Options Science App 1 Science App n Users Users .... Science Cloud Platform Science App 1 Science App n .... Cloud Infrastructure: Storage & Compute Cloud Infrastructure: Storage & Compute

  21. .... App App Analysis Services e-Science Central App API Security Social Networking Science Cloud Platform Provenance Workflow Enactment Metadata Processing Cloud Infrastructure Storage

  22. Real-Time Cloud Options App 1 App n .... Real-Time Cloud Platform ? Cloud Infrastructure: Storage & Compute

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