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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

The Real Time Cloud

Paul Watson

Newcastle University, UK


Real time data sources increasing
Real time Data Sources increasing

Environmental

Sensors

Medical

In Car

Location

CCTV

ANPR

RFID


Real time data sources increasing1
Real time Data Sources increasing

e-mail

People (directly)

twitter

text


Real time data sources increasing2
Real time Data Sources increasing

Software as a Service

People (indirectly)


Professor Phil Blythe

Visalakshmi Suresh



Real time telemetry
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)


Helping older drivers
Helping Older Drivers

  • Identify long-term trends?

    • cognitive impairments

  • Short-term problems

    • effects of drugs

  • Suggest the need for assistive technologies


Pattern Match, Analyse, React

Telemetry,

Location

Advice

Weather, Maps, Trends,

Medical Records

Medic,

Optician,

Assistive Technology Request


Professor Patrick Olivier


Ambient Kitchen longer in their own homes?


Pattern Match, Analyse, React longer in their own homes?

Sensors

Video

Prompting

Advice

Trends,

Medical Records

Interests

Photos

Video

Medics,

Family,

Friends,

Emergency Services


  • Our longer in their own homes?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


Real time cloud computing thin clients
Real-Time Cloud Computing: longer in their own homes? Thin Clients

simpler devices

lower energy

flexibility...


Real time cloud computing flexibility
Real-Time Cloud Computing: longer in their own homes?Flexibility

add new apps

improve apps


Navigation to longer in their own homes?charger

Assistance for Older Drivers

Congestion Avoidance

Dynamic Congestion Charging


Assistance for People with Dementia longer in their own homes?

Teaching Cookery

Interactive Cookery “Books”

Language Learning


Real time cloud computing scalability
Real-Time Cloud Computing: longer in their own homes?Scalability

5 cars to 50 million

machine learning

information integration


Challenges
Challenges longer in their own homes?

  • Can clouds meet these needs?

    • Bandwidth

    • Latency

    • Cost ($)

  • Can there be a generic real-time cloud platform?


Science cloud options

longer in their own homes?

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


.... longer in their own homes?

App

App

Analysis Services

e-Science Central

App API

Security

Social Networking

Science

Cloud

Platform

Provenance

Workflow Enactment

Metadata

Processing

Cloud

Infrastructure

Storage


Real time cloud options
Real-Time Cloud longer in their own homes?Options

App 1

App n

....

Real-Time Cloud Platform

?

Cloud Infrastructure: Storage & Compute


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