1. Everything is Everything
Ivan Cheng (鄭志帆) – AWS Solutions Architect
Pahud Hsieh (謝洪恩) – AWS Solutions Architect
January 2018
Innovation for Everyone
2. CORE SERVICES
Integrated Networking
Rules Engine
Device Shadows
Device SDKs
Device Gateway
Registry
Local Compute
Custom Model
Training & Hosting
Conversational Chatbots
Virtual Desktops
App Streaming
Schema Conversion
Image & Scene
Recognition
Sharing &
Collaboration
Exabyte-Scale
Data Migration
Text to Speech
Corporate Email Application Migration
Database Migration
Regions
Availability Zones
Points of Presence
Data Warehousing
Business Intelligence
Elasticsearch
Hadoop/Spark
Data Pipelines
Streaming Data
Collection
ETL
Streaming Data
Analysis
Interactive SQL
Queries
Queuing & Notifications
Workflow
Email
Transcoding
Deep Learning
(Apache MXNet,
TensorFlow, & others)
Server MigrationCommunications
MARKETPLACE
Business Apps Business Intelligence DevOps Tools Security Networking StorageDatabases
API Gateway
Single Integrated
Console
Identity
Sync
Mobile Analytics
Mobile App Testing
Targeted Push
Notifications
One-click App
Deployment
DevOps Resource
Management
Application Lifecycle
Management
Containers
Triggers
Resource Templates
Build & Test
Analyze & Debug
Identity
Management
Key Management
& Storage
Monitoring &
Logs
Configuration
Compliance
Web Application
Firewall
Assessment
& Reporting
Resource & Usage
Auditing
Access Control
Account
Grouping
DDOS
Protection
TECHNICAL & BUSINESS SUPPORT
Support
Professional
Services
Optimization
Guidance
Partner
Ecosystem
Training &
Certification
Solutions Management Account Management
Security & Billing
Reports
Personalized
Dashboard
Monitoring
Manage
Resources
Data Integration
Integrated Identity &
Access
Integrated Resource &
Deployment Management
Integrated Devices
& Edge Systems
Resource
Templates
Configuration
Tracking
Server
Management
Service
Catalogue
Search
MIGRATIONHYBRID ARCHITECTUREENTERPRISE APPSMACHINE LEARNINGIoTMOBILE SERVICESDEV OPSANALYTICS
APP SERVICES
INFRASTRUCTURE SECURITY & COMPLIANCE MANAGEMENT TOOLS
Compute
VMs, Auto-scaling, Load
Balancing, Containers,
Virtual Private Servers,
Batch Computing, Cloud
Functions,Elastic GPUs,
Edge Computing
Storage
Object, Blocks,File, Archivals,
Import/Export, Exabyte-scale
data transfer
CDN
Databases
Relational, NoSQL,
Caching, Migration,
PostgreSQL compatible
Networking
VPC, DX, DNS
Facial Recognition &
Analysis
Facial Search
Patching
Contact Center
M O S T R O B U S T , F U L L Y F E A T U R E D T E C H N O L O G Y I N F R A S T R U C T U R E P L A T F O R M
6. AWS IoT
Extract/filter data from your
devices and take action with
custom rules
Securely connect any physical
device to AWS
Create Web/Mobile IoT
applications that interact with
Devices reliably at any time
“Securely connect billions of devices to AWS,
so they can interact with applications and other devices”
7. AWS IoT Web / Mobile Application
Smart Light
Smart Door
Lock
Ip Camera
Connected Smart Home
8. Smart Light
Smart Door
Lock
Ip Camera
AWS IoT
AWS IoT Core AWS IoT Device
Management
AWS IoT Device
Defender
AWS IoT
Analytics
AWS IoT
Amazon
FreeRTOS
Endpoints
AWS
Greengrass
Gateway
Device
Shadow
Rules
Engine
AWS IoT
Core
Certificate
Authority
AWS IoT
Device
Management
Over-The-
Air (OTA)
Updates
Analytics
Data Store
Data
Pipelines
Templated
Reports
Batch Fleet
Provisioning
Real-Time
Fleet Index
& Search
AWS IoT
Device
Defender
Ad-hoc & In-
depth
Analysis
Risk
Mitigation
Monitor
Device
Behavior
Alerts
Message
Broker
Audit Device
Configuration
s
AWS IoT
Analytics
10. Stream video from millions of devices
Easily build vision-enabled apps
Secure
Durable, searchable storage
Fully managed
Amazon Kinesis Video Streams
St re a m v i d e o a n d t i m e - e n c o d e d d a t a f o r a n a l y t i c s
Amazon AI
Services
Apache MxNet
TensorFlow
Custom Video
Processing
3rd Party
Partners
Kinesis Video
Streams
11. Smart Light
Smart Door
Lock
AWS IoT Web / Mobile Application
Ip Camera
Amazon
Kinesis Video
Stream
Video Processing
Application
Converts to video
format like MPEG4
Streams to browser /
smartphone
Vision Enabled Apps
12. Smart Light
Smart Door
Lock
AWS IoT Web / Mobile Application
Ip Camera
Amazon
Kinesis Video
Stream
Consumer fetches frames &
applies deep-learning based
model
Video Analysis
13. End-to-End Machine
Learning Platform
Zero setup Flexible Model
Training
Pay by the second
Amazon SageMaker
Build, train, and deploy machine learning models at scale
$
16. One-click training
for ML, DL, and
custom algorithms
Easier training with
hyperparameter
optimization
Highly-optimized
machine learning
algorithms
Amazon SageMaker
Deployment
without
engineering effort
Fully-managed
hosting at scale
BuildPre-built
notebook
instances
Deploy
Train
17. Smart Light
Smart Door
Lock
AWS IoT Web / Mobile Application
Ip Camera
Amazon Kinesis
Video Stream
Consumer fetches frames &
applies deep-learning based
model
AI Service
Use AWS AI Services
18. Amazon Rekognition Image
Object and
scene
detection
Unsafe
image
detection
Celebrity
recognition
Text in imageFace
detection
and analysis
Face
recognition
ABC
19. Video Frame selection Amazon Rekognition Image
Current solutions
Image analysis Temporal information lost Motion context lost
L imitations
20. Amazon Rekognition Video
Features
Object and activity
Detection
Person tracking Face recognition Real-time
live stream
Unsafe video
detection
Celebrity
recognition
23. Amazon Rekognition Video
One solution for all
Stored video
Amazon S3
Video live stream
Amazon Kinesis video stream
Media search index
Unsafe video detection
Investigative analysis
Public safety immediate
response
Home monitoring
24. Amazon Rekognition Video
Use case : Video Search Index
Video Amazon S3 AWS Lambda Amazon Rekognition Video
Amazon Elasticsearch Amazon DynamoDB
1. Video is uploaded
and stored to S3
2. Rekognition Video creates
metadata for celebrities, emotions,
key topics in video with time
segments for search
4. Lambda also pushes
the metadata and confidence
scores into Elasticsearch
3. The output is persisted
as metadata into
DynamoDB to ensure
durability
D y n a m i c s e a r c h i n d e x i n g
25. Smart Light
Smart Door
Lock
Ip Camera
Amazon
Kinesis Video
Stream
AI ServiceAmazon
Rekognition
Video
Face Collection
AmazonKinesis
Streams
Use Amazon Rekognition Video for Live Stream
27. Smart Light
Smart Door
Lock
AWS IoT
Ip Camera
Amazon
Kinesis Video
Stream
Amazon
Rekognition
Video
Face Collection
AmazonKinesis
Streams
AWS Lambda
28. Smart Light
Smart Door
Lock
AWS IoT
Ip Camera
Amazon
Kinesis Video
Stream
Amazon
Rekognition
Video
Face Collection
AmazonKinesis
Streams
AWS Lambda
Personalized Welcome Message
29. Amazon Polly
Bring Your Text-to-Speech Voice To Life
Converts text
to life-like speech
52 voices 25 languages Low latency,
real time
Fully managed
30. Smart Light
Smart Door
Lock
AWS IoT
Ip Camera
Amazon
Kinesis Video
Stream
Amazon
Rekognition
Video
Face Collection
AmazonKinesis
Streams
AWS Lambda
Amazon PollyPersonalized Welcome Message
31. Smart Light
Smart Door
Lock
AWS IoT
Ip Camera
Amazon
Kinesis Video
Stream
Amazon
Rekognition
Video
Face Collection
AmazonKinesis
Streams
AWS Lambda
Amazon SNS
Amazon Polly
Get Notified!