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© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
4 (+1) suggestions to move faster
Activate your Cloud Superpowers!
Olivier Klein 奧樂凱, Emerging Technologies Solutions Architect, Asia-Pacific
0 Security & Compliance
1 Everything is an API
2 Gain Insights
3 Speed Matters
4 Model and predict
Security & Compliance
“We work closely with
AWS to develop a
security model, which
we believe enables us to
operate more securely in
the AWS cloud than we
can in our own data
centers.”
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 benefits from the tough
scrutiny of other AWS customers!
ISO 27001
ISO 27017
ISO 27018
Example: Data Sanitization at AWS
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
Everything is an API
Web Services
Core Services Compute Storage Database Networking
Infrastructure RegionsAvailability Zones Edge Locations
Platform
Services
Analytics /
AI
IoT
Developer
Tools
Mobile
Virtual
Desktops
Collaboration
& Sharing
App Delivery E-Mail
Access
Control
Auditing Monitoring EncryptionSecurity
Applications
A
P
I
&
S
D
K
s
Compute
Capacity
Embrace Elasticity
Embrace Elasticity
Compute
Capacity
Storage
Capacity
Database
Capacity
Embrace Elasticity
How to build application backends?
Back-end logic DatabaseMobile
How to build application backends even better?
AWS
Lambda
Amazon API
Gateway
Amazon
DynamoDB
Microservice
AWS Lambda
Run your code without thinking about
servers. Pay only for compute time
you consume.
Triggered through API calls or state
changes in your AWS environment
Scales automatically to match the
incoming event rate
Charged per 100ms execution time
AWS Lambda
DynamoDB
streams
Cognito
Sync trigger
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
Remove open
security group port
X
Admin
Adds an internet
open security
group port
Gain Insights
The Modern Data Architecture Is Agile
Users Sources Models Applications Queries Processing
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
Why is most of
the company left
in the dark?
FinanceMarketingSales HR Data Analysts
Amazon Quicksight
Fast, cloud-powered BI service that makes
it easy to build visualizations, perform ad-
hoc analysis, and get insights from data.
AWS Solutions for FSI
Data Lake – Amazon S3
Virtually unlimited object storage
Pay only for what you use
Designed for 99.999999999%
durability
AES 256bit encryption at rest
Versioning and lifecycle policies
Integrates with data warehouses,
Hadoop clusters and BI tools
Amazon S3
Decouple Storage and Compute
Traditionally analytical workloads
required large databases or data
warehouses, with storage and
compute close to each other
Big Data benefits from decoupling
storage and compute
Amazon S3 offers virtually unlimited
storage at a per GB/month rate
No need to
move data
Query S3 directly
& right away
No infrastructure to
setup & manage
Fast results
within seconds
Pay for just the
queries you run
Amazon Athena
Interactive query service that makes it
easy to analyze data in Amazon S3
using standard SQL
Athena & Quicksight Demo
Amazon S3 Amazon
Athena
Amazon
Quicksight
Analyze historical stock prices stored in S3
Yahoo Finance – https://finance.yahoo.com
Create visualizations from S3 with Athena & Quicksight
Speed Matters!
Stream Processing
Process events as they come in and react accordingly
Stream in Real Time: Amazon Kinesis
Amazon Kinesis
Real-Time Data Processing over
large distributed streams
Elastic capacity that scales to
millions of events per seconds
Durable data streams with ordering
React in real-time upon incoming
stream events with your own logic via
virtual servers or AWS Lambda
AWS Lambda
Real-Time Sentiment Analysis
Amazon
Kinesis
Twitter
Stream
AWS
Lambda
Amazon
Elasticsearch
Service
Perform sentiment analysis in real-time
Use Twitter as data source
Visualize and create dashboards with Kibana
Artificial Intelligence
Alexa, Hello!
Amazon Lex
Conversational interfaces for your
applications, powered by the same
Natural Language Understanding
(NLU) & Automatic Speech Recognition
(ASR) models as Alexa
Integrated
development in
AWS console
Trigger AWS
Lambda
functions
Multi-step
conversations
Continually improving
ASR & NLU models
Enterprise
connectors
Fully Managed
Apply for a Credit Card through Facebook
Amazon Lex AWS LambdaFacebook Page
Messenger
Slack
Channel
Amazon
DynamoDB
Amazon Rekognition
Image Recognitions and Analysis
powered by Deep Learning which
allows to search, verify and organize
millions of images
Easy to use Batch Analysis Real-time
Analysis
Continually Improving Low Cost
Maple
Villa
Plant
Garden
Water
Swimming Pool
Tree
Potted Plant
Backyard
Demographic Data
Facial Landmarks
Sentiment Expressed
Image Quality
Brightness: 25.84
Sharpness: 160
General Attributes
Serverless Rekognition Demo
Serverless website that uses Rekognition to identify
faces and classify pictures
Amazon S3
AWS Lambda
Amazon API
Gateway
Amazon
DynamoDB
Amazon
RekognitionMobile
CodeFor.cloud/image
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 !
Thank you!
Olivier Klein 奧樂凱
AWS Emerging Technologies Solutions Architect, Asia-Pacific

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AWS Solutions for FSI

  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 4 (+1) suggestions to move faster Activate your Cloud Superpowers! Olivier Klein 奧樂凱, Emerging Technologies Solutions Architect, Asia-Pacific
  • 2. 0 Security & Compliance 1 Everything is an API 2 Gain Insights 3 Speed Matters 4 Model and predict
  • 4. “We work closely with AWS to develop a security model, which we believe enables us to operate more securely in the AWS cloud than we can in our own data centers.”
  • 7. 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
  • 9. 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
  • 11. Web Services Core Services Compute Storage Database Networking Infrastructure RegionsAvailability Zones Edge Locations Platform Services Analytics / AI IoT Developer Tools Mobile Virtual Desktops Collaboration & Sharing App Delivery E-Mail Access Control Auditing Monitoring EncryptionSecurity Applications A P I & S D K s
  • 15. How to build application backends? Back-end logic DatabaseMobile
  • 16. How to build application backends even better? AWS Lambda Amazon API Gateway Amazon DynamoDB Microservice
  • 17. AWS Lambda Run your code without thinking about servers. Pay only for compute time you consume. Triggered through API calls or state changes in your AWS environment Scales automatically to match the incoming event rate Charged per 100ms execution time AWS Lambda
  • 19. 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
  • 21. The Modern Data Architecture Is Agile Users Sources Models Applications Queries Processing
  • 22. 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
  • 23. Why is most of the company left in the dark? FinanceMarketingSales HR Data Analysts
  • 24. Amazon Quicksight Fast, cloud-powered BI service that makes it easy to build visualizations, perform ad- hoc analysis, and get insights from data.
  • 26. Data Lake – Amazon S3 Virtually unlimited object storage Pay only for what you use Designed for 99.999999999% durability AES 256bit encryption at rest Versioning and lifecycle policies Integrates with data warehouses, Hadoop clusters and BI tools Amazon S3
  • 27. Decouple Storage and Compute Traditionally analytical workloads required large databases or data warehouses, with storage and compute close to each other Big Data benefits from decoupling storage and compute Amazon S3 offers virtually unlimited storage at a per GB/month rate
  • 28. No need to move data Query S3 directly & right away No infrastructure to setup & manage Fast results within seconds Pay for just the queries you run Amazon Athena Interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL
  • 29. Athena & Quicksight Demo Amazon S3 Amazon Athena Amazon Quicksight Analyze historical stock prices stored in S3 Yahoo Finance – https://finance.yahoo.com Create visualizations from S3 with Athena & Quicksight
  • 31. Stream Processing Process events as they come in and react accordingly
  • 32. Stream in Real Time: Amazon Kinesis Amazon Kinesis Real-Time Data Processing over large distributed streams Elastic capacity that scales to millions of events per seconds Durable data streams with ordering React in real-time upon incoming stream events with your own logic via virtual servers or AWS Lambda AWS Lambda
  • 33. Real-Time Sentiment Analysis Amazon Kinesis Twitter Stream AWS Lambda Amazon Elasticsearch Service Perform sentiment analysis in real-time Use Twitter as data source Visualize and create dashboards with Kibana
  • 36. Amazon Lex Conversational interfaces for your applications, powered by the same Natural Language Understanding (NLU) & Automatic Speech Recognition (ASR) models as Alexa Integrated development in AWS console Trigger AWS Lambda functions Multi-step conversations Continually improving ASR & NLU models Enterprise connectors Fully Managed
  • 37. Apply for a Credit Card through Facebook Amazon Lex AWS LambdaFacebook Page Messenger Slack Channel Amazon DynamoDB
  • 38. Amazon Rekognition Image Recognitions and Analysis powered by Deep Learning which allows to search, verify and organize millions of images Easy to use Batch Analysis Real-time Analysis Continually Improving Low Cost
  • 40. Demographic Data Facial Landmarks Sentiment Expressed Image Quality Brightness: 25.84 Sharpness: 160 General Attributes
  • 41. Serverless Rekognition Demo Serverless website that uses Rekognition to identify faces and classify pictures Amazon S3 AWS Lambda Amazon API Gateway Amazon DynamoDB Amazon RekognitionMobile CodeFor.cloud/image
  • 42. 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 !
  • 43. Thank you! Olivier Klein 奧樂凱 AWS Emerging Technologies Solutions Architect, Asia-Pacific