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Fahim Kawsar
Internet of Things Research
IoT 3.0: Connected Living in an Everything-Digital World
1
2Questions
Internet is all about human experience not bits and bytes!
What human experience will be defined by an IoT enabled World?
1980
1990
2000
2010
2014
7
8 5
6
If everything is connected why would you need a device?
Experience
Internet of useless things
and that smart egg tray
They do not solve a real problem
Sense
Learn
Act
The learning thermostat
Seamless access, payment and localisation
Life logging, memory cues and assisting the blind
Quantified self towards better health and lifestyle
or simply living a happier life
Remote awareness of families and friends
Monitoring children's interaction and detecting early sign of autism
Searching the physical world at real time
The awareness mirror
Right information at the right time at the right place
Sensing + Understanding
you and the world around you
Sensing + Understanding
the world around you
The myth of smart home
Wi-Fi is the most Pervasive Sensor Network. Its available literally everywhere.
People
á
n
Places
7
Activity
Location
Location Co-Location Face to Face Interaction
Trajectory Physical Activity
Location Trajectory + Co-Location Personality and Mood Happiness
Location Co-Location Space Management and Recommendation
Location Trajectory State of Use
Location is the key, and behaviour models can extract higher order contexts
ôMobile Object Tags
Static Object Tags
Home Node
- Proximity Ranging Service
- Data Storage Service
EF5
Personal Object AnalyticsQuery Server
Anchor Points Query Service
Index Service
Location Trajectory State of Use A Real World Search Engine for IoT
Self Quantification of Social InteractionLocation Co-Location Face to Face Interaction
Radio
Signal
Capturing
Copresence
Detection
Interaction
Inference
Timeline of Face to Face InteractionsLocation Co-Location Face to Face Interaction
Happiness Map of the SpaceLocation Trajectory + Co-Location Personality and Mood Happiness
• Personal Interaction Reflection
• Personal Time and Activity Management
For Employees
• Discover Emerging Leaders
• Build High Performance Team
For Employers
• Predictive Maintenance & Management
• Personalised Space Recommendation
For Building Managers
Quantified Enterprise
Capturing Personal and Crowd Behaviour with Wi-Fi Analytics
•
• Profiling Spatio-Temporal Behaviour of Individual and Groups
• Extracting Communities and their Properties
• Spatio-Temporal Heat Map of the Venue
• Informed Space Management
• Recommend Contacts Opportunistically
• Personalised Space Recommendation Opportunistically
Sensing + Understanding
you
The most personal device ever
Poor inference Exposes private data Drains battery
But…
DeepX: A Software Accelerator for Embedded Deep Learning
Redefine mobile and IoT application experience by running the deep-learning models energy
efficiently and locally on resource-constrained devices to reduce the sensor inference gap.
Online
Compression
Model Fusion
Optimal
Resource
Allocation
10x improvement in sensory inference quality and 10x reduction of runtime energy and memory
DeepX enables future mobile, wearable and IoT devices to make incredible leaps in understanding you
Accessing
everything
Controlling
everything
Understanding
everything
The Future
Contextual automation in an everything-digital world
Sensing + Understanding
you and the world around you
Thank You
Fahim Kawsar
@raswak
eMail: fahim.kawsar@bell-labs.com

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IoT 3.0 : Connected Living in an Everything-Digital World