IoT 3.0 : Connected Living in an Everything-Digital World
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We are observing a monumental effort from the industry and academia to make everything connected. Naturally, to understand the needs of these connected things, we need a better understanding of humans and where, when, and how they interact. Then we can create digital services and capabilities that fundamentally change the way we experience our lives. Right now IoT is all about connectivity, and scale. Next generation IoT will be about learning and contextual automation. Designing intention- and behavior-aware services will be the principal source of differentiation, and competitive advantage for the industry players. To this end, in this talk I explore how wearable devices and Wi-Fi network can be used as a sensing platform to understand you and the world around you and to design future consumer facing connected services.
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IoT 3.0 : Connected Living in an Everything-Digital World
- 1. Fahim Kawsar Internet of Things Research IoT 3.0: Connected Living in an Everything-Digital World 1
- 2. 2Questions
- 3. Internet is all about human experience not bits and bytes!
- 4. What human experience will be defined by an IoT enabled World?
- 6. If everything is connected why would you need a device?
- 7. Experience
- 8. Internet of useless things
- 9. and that smart egg tray
- 10. They do not solve a real problem
- 12. Seamless access, payment and localisation
- 13. Life logging, memory cues and assisting the blind
- 14. Quantified self towards better health and lifestyle
- 15. or simply living a happier life
- 16. Remote awareness of families and friends
- 17. Monitoring children's interaction and detecting early sign of autism
- 18. Searching the physical world at real time
- 20. Right information at the right time at the right place
- 21. Sensing + Understanding you and the world around you
- 22. Sensing + Understanding the world around you
- 23. The myth of smart home
- 24. Wi-Fi is the most Pervasive Sensor Network. Its available literally everywhere.
- 25. 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
- 26. 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
- 27. Self Quantification of Social InteractionLocation Co-Location Face to Face Interaction Radio Signal Capturing Copresence Detection Interaction Inference
- 28. Timeline of Face to Face InteractionsLocation Co-Location Face to Face Interaction
- 29. Happiness Map of the SpaceLocation Trajectory + Co-Location Personality and Mood Happiness
- 30. • 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
- 31. 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
- 33. The most personal device ever
- 34. Poor inference Exposes private data Drains battery But…
- 35. 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
- 36. DeepX enables future mobile, wearable and IoT devices to make incredible leaps in understanding you
- 37. Accessing everything Controlling everything Understanding everything The Future Contextual automation in an everything-digital world Sensing + Understanding you and the world around you
- 38. Thank You Fahim Kawsar @raswak eMail: fahim.kawsar@bell-labs.com