the real time cloud
DESCRIPTION
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. - PowerPoint PPT PresentationTRANSCRIPT
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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
?