GE engines installed on Boeing 787s generate 1 terabyte of daily information. AWS IoT connects devices, authenticates them, and allows them to exchange messages via rules and services. Amazon Kinesis offers streaming data services to easily load and analyze data. AWS Lambda allows event-driven, serverless computing billed by the second. Machine learning algorithms like random forests are commonly used for classification problems and outperform other methods. Computers that can learn have wonderful and terrifying implications.

1. Desenvolvendo
Coisas Colaborativas
Julio M. Faerman
@jmfaerman

2. Marco Annunziata | General Electric | The Industrial Internet

3. Marco Annunziata | TED Welcome to the age of the industrial internet

4. Behind GE's Vision For The Industrial Internet Of Things
"Every pair of GEnx engines, which are installed on Boeing's new
787 Dreamliner, generate a terabyte of information every day."

5. Live Analytics

6. AWS IoT
DEVICE SDK
Set of client libraries to
connect, authenticate and
exchange messages
DEVICE GATEWAY
Communicate with devices via
MQTT and HTTP
AUTHENTICATION
AUTHORIZATION
Secure with mutual
authentication and encryption
RULES ENGINE
Transform messages
based on rules and
route to AWS Services
AWS Services
- - - - -
3P Services
DEVICE SHADOW
Persistent thing state
during intermittent
connections
APPLICATIONS
AWS IoT API
DEVICE REGISTRY
Identity and Management of
your things

7. Joe Inzerillo | MLBAM | re:Invent 2014 keynote

8. Joe Inzerillo | MLBAM | re:Invent 2014 keynote

9. Amazon Kinesis
Streams
• For Technical
Developers
• Build your own custom
applications that
process or analyze
streaming data
Amazon Kinesis
Firehose
• For all developers, data
scientists
• Easily load massive
volumes of streaming
data into S3 and
Redshift
Amazon Kinesis
Analytics
• For all developers,
data scientists
• Easily analyze data
streams using
standard SQL queries
Amazon Kinesis: Streaming data made easy
Services make it easy to capture, deliver and process streams on AWS

10. AWS Lambda – Benefits
EVENT-DRIVEN SCALESERVERLESS SUBSECOND BILLING
“All computers wait at the same speed.”

11. Erik Brynjolfsson: The key to growth? Race with the machines

12. 1997

13. Shyam Sankar: The rise of human-computer cooperation
2005

14. P.W. Singer: Military robots and the future of war
TODAY

15. P.W. Singer: Military robots and the future of war

16. Scikit-Learn
Random Forest
Kaggle #1 Benchmark AML
Multi-class
Logarithmic Loss
1.50241 0.38899 0.63462

18. Jeremy Howard: The wonderful and terrifying implications of
computers that can learn

21. http://aws.amazon.com/training
http://aws.amazon.com/training

22. Obrigado!
Julio M. Faerman
@jmfaerman