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© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Eventually Everything Connects
An Exciting New W...
Innovation is Not a Goal,
it’s an Ongoing Process
Deep Learning will enable AI
Eventually everything connects
IoT / RFID / Cameras / AR / VR
Large amounts of data will be
p...
Internet of ThingsIntelligent
Orchestrated
Technology
AWS IOT
AWS Greengrass Amazon S3
AWS Lambda Amazon Redshift
Courtesy of Toyota Tsusho Electronics (Thailand) Co., Ltd
Builds traffic information services with GPS mapping
information from 130,000 vehicles on AWS
Scales seamlessly to analyze...
Alexa, Hello!
Extend capabilities with the help of an
open ecosystem!
Amazon
Echo
Alexa Skill AWS Lambda Facebook Page
Maximizes fuel efficiency and
positively influences driving behavior
Notifies emergency services
in case of a crash
Analyz...
Could we bridge the
physical and virtual world?
Amazon
Lumberyard
AWS Lambda
Alexa Skill
Sphero
Robot
Amazon
Echo
Speakers
Raspberry
Pi
AWS IoT
The Virtual WorldThe Physi...
PHYSICAL DIGITAL PLAY
ETURBO
GAME
LEADERBOARDS
VIDEOS
CHAT
Health assessment shouldn’t
be only a snapshot in time
Provides doctors overview of
long-term patient behavior instead
of momentary snapshots
15 PB of patient data gathered from...
Real-Time Insights
2 . S o u r c e D a t a
S 3 U p l o a d
K i n e s i s F i r e h o s e
n a m o D B S t r e a m s
S n o w b a l l
S n o w b ...
Decouple Storage and Compute
Traditionally analytical workloads required
data warehouses with storage and
compute tightly ...
Athena & Quicksight Demo
Amazon S3 Amazon
Athena
Amazon
Quicksight
Analyze historical stock prices stored in S3
Create vis...
Process events as they come in and react accordingly
Amazon
Kinesis
Amazon Kinesis
Analytics
W O R K I N G O N D R I V I N G T H E
C O S T O F P O W E R T O
ZERO
Access wholesale energy
rates by paying a monthly
sub...
500 customers were
offered $25 to turn off
pool pumps and turn
down their aircon from 4-
6pm
Within ½ hour 40%
agreed to p...
On average participants
shed 30-40% of their
load
Here are some that shed
100%, saving Mojo
$390 per customer in
just 2 ho...
Artificial Intelligence
43,252,003,274,489,856,000
43 QUINTILLION
UNIQUE COMBINATIONS
F2 U' R' L F2 R L' U'
Learning
function
F2 U' R' L F2 R L' U'
Learning
function
1%
accuracy
R U r U R U2 r U2%
accuracy
Learning
function
20%
accuracy
40%
accuracy
60%
accuracy
80%
accuracy
95%
accuracy
2%
accuracy
Learning
function
95%
accuracy
?
F2 R F R′ B′ D F D′ B D F
SOLVED IN 0.9 SECONDS
What if we could give
any device access to trained
deep learning models?
Polly Rekognition Lex
Life-like Speech Image Analysis Conversational
Engine
DL Frameworks
MXNet, TensorFlow,
Theano, Caffe...
Apply for a Credit Card through Facebook
Amazon Lex AWS LambdaFacebook Page
Messenger
Slack
Channel
Amazon
DynamoDB
Autonomous Driving Systems
Jetson TX2
Train model in the cloud Run model at the edge
AWS
Greengrass
AWS IoT
Tesla V100
120 TFLOPS
Amazon
EC2
Flexible Distributed Analytics or HPC
1 instance x 100 hours
=
100 instances x 1 hour
(and with Spot Pricing not only fast...
Discover, develop and deliver innovative medicine
Runs clinical trial simulations on-demand on AWS
Less costly trials and ...
CRISPR-Cas9
Technology that allows editing parts of the
genome by removing, adding or altering
sections of the DNA sequenc...
100GB per DNA sample
270 billion data points
collected every year
90% of every DNA ever sequenced
was with with illumina m...
Security & Compliance
OR
Move
Fast
Stay
Secure
AND
Move
Fast
Stay
Secure
Gain access to constantly improving security baselines
Build on a constantly improving security
baseline, every customer b...
Example: Data Sanitization at AWS
Example: Data Retention Compliance
• Amazon Glacier Vault Lock offers fully
managed electronic records storage for
records...
How to build serverless microservices?
AWS
Lambda
Amazon API
Gateway
Amazon
DynamoDB
Microservice
DynamoDB
streams
Cloudwatch
Events
S3 Event
notification
AWS Lambda: Event-driven compute
Automatic Compliance
AWS
Config
AWS Lambda
Slack
Channel
Amazon EC2
Notify about
security risk
AWS
Cloudtrail
Internet
Rem...
Olivier Klein 奧樂凱
Emerging Technologies SA, Asia-Pacific
@captainklein
G O B U I L D !
I T ’ S N E V E R B E E N A
B E T T...
Eventually Everything Connects
Eventually Everything Connects
Eventually Everything Connects
Eventually Everything Connects
Eventually Everything Connects
Eventually Everything Connects
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Eventually Everything Connects

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Eventually Everything Connects

  1. 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Eventually Everything Connects An Exciting New World with AI, VR and Cloud Computing Olivier Klein 奧樂凱 Emerging Technologies SA, Asia-Pacific @captainklein
  2. 2. Innovation is Not a Goal, it’s an Ongoing Process
  3. 3. Deep Learning will enable AI Eventually everything connects IoT / RFID / Cameras / AR / VR Large amounts of data will be processed in real-time
  4. 4. Internet of ThingsIntelligent Orchestrated Technology AWS IOT AWS Greengrass Amazon S3 AWS Lambda Amazon Redshift
  5. 5. Courtesy of Toyota Tsusho Electronics (Thailand) Co., Ltd
  6. 6. Builds traffic information services with GPS mapping information from 130,000 vehicles on AWS Scales seamlessly to analyze more than 80 million data points daily. Predicts traffic as well as road conditions and sends optimal routes recommendations Estimated 30% reduction in traffic congestion Toyota Tsusho Electronics (Thailand)
  7. 7. Alexa, Hello!
  8. 8. Extend capabilities with the help of an open ecosystem! Amazon Echo Alexa Skill AWS Lambda Facebook Page
  9. 9. Maximizes fuel efficiency and positively influences driving behavior Notifies emergency services in case of a crash Analyzes data in real-time and provides diagnostics Predicts potential vehicle breakdown and estimates repair costs
  10. 10. Could we bridge the physical and virtual world?
  11. 11. Amazon Lumberyard AWS Lambda Alexa Skill Sphero Robot Amazon Echo Speakers Raspberry Pi AWS IoT The Virtual WorldThe Physical World
  12. 12. PHYSICAL DIGITAL PLAY
  13. 13. ETURBO
  14. 14. GAME LEADERBOARDS VIDEOS CHAT
  15. 15. Health assessment shouldn’t be only a snapshot in time
  16. 16. Provides doctors overview of long-term patient behavior instead of momentary snapshots 15 PB of patient data gathered from 390 million imaging studies, medical records and patient device inputs Improving doctor patient relationship HealthSuite
  17. 17. Real-Time Insights
  18. 18. 2 . S o u r c e D a t a S 3 U p l o a d K i n e s i s F i r e h o s e n a m o D B S t r e a m s S n o w b a l l S n o w b a l l E d g e S n o w m o b i l e 3 . L i f e c yc l e m a n a g e m e n t a n d c o l d s t o r a g e 5 . D a t a g o v e r n a n c e , s e c u r i t y, p r i v a c y Analytics D a t a b a s e M i g r a t i o n S e r v i c e 1 . I n g e s t i o n D a t a s t o r e t a r g e t 4 . M e t a d a t a c a p t u r e 6 . S e l f - s e r v i c e d i s c o v e r y, s e a r c h , a c c e s s 7 . M a n a g i n g d a t a q u a l i t y A W S G l u e S 3 E F S D yn a m o D B R D S E B S 8 . P r e p a r i n g f o r An a l yt i c s 9 . O r c h e s t r a t i o n a n d j o b s c h e d u l i n g 1 0 . C a p t u r i n g d a t a c h a n g e s G l a c i e r E M R At h e n a E M R E l a s t i c S e a r c h R e d s h i f t AI M a c h i n e L e a r n i n g Q u i c k s i g h t The Modern Data Architecture on AWS
  19. 19. Decouple Storage and Compute Traditionally analytical workloads required data warehouses with storage and compute tightly coupled, however Big Data benefits from decoupling Amazon S3 offers virtually unlimited storage at a per GB/month rate Amazon Athena makes it easy to analyze data in Amazon S3 using standard SQL
  20. 20. Athena & Quicksight Demo Amazon S3 Amazon Athena Amazon Quicksight Analyze historical stock prices stored in S3 Create visualizations from S3 with Athena & Quicksight
  21. 21. Process events as they come in and react accordingly Amazon Kinesis Amazon Kinesis Analytics
  22. 22. W O R K I N G O N D R I V I N G T H E C O S T O F P O W E R T O ZERO Access wholesale energy rates by paying a monthly subscription fee Uses AWS to monitor energy consumption in real-time
  23. 23. 500 customers were offered $25 to turn off pool pumps and turn down their aircon from 4- 6pm Within ½ hour 40% agreed to participate
  24. 24. On average participants shed 30-40% of their load Here are some that shed 100%, saving Mojo $390 per customer in just 2 hours
  25. 25. Artificial Intelligence
  26. 26. 43,252,003,274,489,856,000 43 QUINTILLION UNIQUE COMBINATIONS
  27. 27. F2 U' R' L F2 R L' U' Learning function
  28. 28. F2 U' R' L F2 R L' U' Learning function 1% accuracy R U r U R U2 r U2% accuracy
  29. 29. Learning function 20% accuracy 40% accuracy 60% accuracy 80% accuracy 95% accuracy 2% accuracy
  30. 30. Learning function 95% accuracy ? F2 R F R′ B′ D F D′ B D F
  31. 31. SOLVED IN 0.9 SECONDS
  32. 32. What if we could give any device access to trained deep learning models?
  33. 33. Polly Rekognition Lex Life-like Speech Image Analysis Conversational Engine DL Frameworks MXNet, TensorFlow, Theano, Caffe, Torch Elastic GPUs On EC2 Amazon AI Intelligent Services Powered By Deep Learning
  34. 34. Apply for a Credit Card through Facebook Amazon Lex AWS LambdaFacebook Page Messenger Slack Channel Amazon DynamoDB
  35. 35. Autonomous Driving Systems
  36. 36. Jetson TX2 Train model in the cloud Run model at the edge AWS Greengrass AWS IoT Tesla V100 120 TFLOPS Amazon EC2
  37. 37. Flexible Distributed Analytics or HPC 1 instance x 100 hours = 100 instances x 1 hour (and with Spot Pricing not only faster but also cheaper)
  38. 38. Discover, develop and deliver innovative medicine Runs clinical trial simulations on-demand on AWS Less costly trials and better conditions for patients 98% reduction in time
  39. 39. CRISPR-Cas9 Technology that allows editing parts of the genome by removing, adding or altering sections of the DNA sequence Treat a range of medical conditions such a cancer Recent successful experimental treatment of leukemia in the UK
  40. 40. 100GB per DNA sample 270 billion data points collected every year 90% of every DNA ever sequenced was with with illumina machines DNA sequencing is used for clinical treatment particularly in diseases like cancer
  41. 41. Security & Compliance
  42. 42. OR Move Fast Stay Secure
  43. 43. AND Move Fast Stay Secure
  44. 44. Gain access to constantly improving security baselines Build on a constantly improving security baseline, every customer benefits from the tough scrutiny of other AWS customers! ISO 27001 ISO 27017 ISO 27018
  45. 45. Example: Data Sanitization at AWS
  46. 46. Example: Data Retention Compliance • Amazon Glacier Vault Lock offers fully managed electronic records storage for records in a non-rewriteable and non- erasable format • Comply with regulations such as the SEC Rule 17a-4(f) Immutable storage
  47. 47. How to build serverless microservices? AWS Lambda Amazon API Gateway Amazon DynamoDB Microservice
  48. 48. DynamoDB streams Cloudwatch Events S3 Event notification AWS Lambda: Event-driven compute
  49. 49. Automatic Compliance AWS Config AWS Lambda Slack Channel Amazon EC2 Notify about security risk AWS Cloudtrail Internet Remove open security group port X Admin Adds an internet open security group port Cloudwatch Events
  50. 50. Olivier Klein 奧樂凱 Emerging Technologies SA, Asia-Pacific @captainklein G O B U I L D ! I T ’ S N E V E R B E E N A B E T T E R T I M E T O B U I L D !

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