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© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Ambient Intelligence – Bringing ML
and AI to the Connected Home
Jurgen Ommen
Sr. Software Dev Engineer
Amazon Web Services
I O T 3 5 0 - R
Catalin Vieru
Sr. IoT Specialized Solutions Architect
Amazon Web Services
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
. . . is able to identify us and
recognizes identities . . .
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Who?
Where?
What?
. . . is aware of the
situational context . . .
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
. . . always adapts to our ever-changing life . . .
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
. . . is personalized and tailored to our needs . . .
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
. . . and anticipates our desires
without any conscious mediation!
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Machine learning
Session objectives
How can we use AWS IoT Analytics for connecting IoT
and ML to create ambient intelligent environments?
Internet of things
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Customizable analytical time windows
t1 t3
t2 t4
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Container execution for analytical workflows
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Automating A/C in smart home
Temperature
schedule
Daily training dataset
Thermostat
Temperature
Sensor
Smart home
AWS IoT Analytics data pipeline
30-minute prediction dataset
Historical weather
database
Weather forecast
Personal calendar(s)
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Thank you!
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Jurgen Ommen
jurgeno@amazon.com
Catalin Vieru
vieruc@amazon.com
© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.

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Ambient Intelligence - Bringing ML and AI to the Connected Home (IOT350-R1) - AWS re:Invent 2018

  • 1.
  • 2. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Ambient Intelligence – Bringing ML and AI to the Connected Home Jurgen Ommen Sr. Software Dev Engineer Amazon Web Services I O T 3 5 0 - R Catalin Vieru Sr. IoT Specialized Solutions Architect Amazon Web Services
  • 3. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 4. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. . . . is able to identify us and recognizes identities . . .
  • 5. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Who? Where? What? . . . is aware of the situational context . . .
  • 6. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. . . . always adapts to our ever-changing life . . .
  • 7. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. . . . is personalized and tailored to our needs . . .
  • 8. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. . . . and anticipates our desires without any conscious mediation!
  • 9. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Machine learning Session objectives How can we use AWS IoT Analytics for connecting IoT and ML to create ambient intelligent environments? Internet of things
  • 10. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 11. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Customizable analytical time windows t1 t3 t2 t4
  • 12. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Container execution for analytical workflows
  • 13. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 14. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Automating A/C in smart home Temperature schedule Daily training dataset Thermostat Temperature Sensor Smart home AWS IoT Analytics data pipeline 30-minute prediction dataset Historical weather database Weather forecast Personal calendar(s)
  • 15. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 16. Thank you! © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Jurgen Ommen jurgeno@amazon.com Catalin Vieru vieruc@amazon.com
  • 17. © 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.