Download - The Real Time Cloud
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The Real Time Cloud
Paul WatsonNewcastle University, UK
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Real time Data Sources increasing
Sensors
Environmental
Medical
Location
CCTV ANPR
RFID
In Car
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Real time Data Sources increasing
People (directly)
text
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Real time Data Sources increasing
Software as a Service
People (indirectly)
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Professor Phil BlytheVisalakshmi Suresh
Can we help older drivers?
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CENEX Electric Smart Car
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TRIP SUMMARY1. Power Consumed
(.0611KWh)2. Average Temperature
(4)3. Break Pedal Pressed
(996)4. Distance (8.4 km)5. Speed (34 km/h)6. Carbon foot print (6.972
g)
Real-Time Telemetry
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Helping Older Drivers
• Identify long-term trends?– cognitive impairments
• Short-term problems– effects of drugs
• Suggest the need for assistive technologies
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Advice
Telemetry,Location
Medic,Optician,Assistive Technology Request
Pattern Match, Analyse, React
Weather, Maps, Trends,Medical Records
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Professor Patrick Olivier
Can we use pervasive technologies to allow people to stay longer in their own homes?
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Ambient Kitchen
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PromptingAdvice
SensorsVideo
Medics,Family,Friends,Emergency Services
Pattern Match, Analyse, React
Trends,Medical RecordsInterestsPhotosVideo
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Real Time Historic
App App App
ConsumersConsumers & Generators
App
Sensors
Generators
App
Data WarehouseEvent Processing
Our Current Architecture
InformCreate ModelsCalibrate ModelsAggregations
Filter
Sensor events→ Application events
Could & Should we move to Clouds?
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Real-Time Cloud Computing: Thin Clients
simpler deviceslower energyflexibility...
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Real-Time Cloud Computing: Flexibility
add new appsimprove apps
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Navigation to charger
Assistance for Older Drivers
Congestion Avoidance
Dynamic Congestion Charging
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Assistance for People with Dementia
Teaching Cookery
Interactive Cookery “Books”
Language Learning
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Real-Time Cloud Computing: Scalability
5 cars to 50 millionmachine learning
information integration
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Challenges
• Can clouds meet these needs?– Bandwidth– Latency– Cost ($)
• Can there be a generic real-time cloud platform?
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Science Cloud Options
Cloud Infrastructure: Storage & Compute
Science Cloud Platform
ScienceApp 1 .... Science
App n
Users
Cloud Infrastructure:Storage & Compute
ScienceApp 1
....
ScienceApp n
Users
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Science CloudPlatform
App ....
Workflow Enactment
App API
Social Networking
Security
Processing
e-Science Central
Storage
App
Analysis Services
CloudInfrastructure
Provenance
Metadata
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Real-Time Cloud Options
Cloud Infrastructure: Storage & Compute
Real-Time Cloud Platform
App 1 .... App n
?