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© 2020, Amazon Web Services, Inc. or its Affiliates.
© 2020, Amazon Web Services, Inc. or its Affiliates.
Lucern K. Ma
Manager of Solutions Architecture,
Amazon Web Services
AWS IoT for Industrial
Applications
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS IoT Architecture
Endpoints
Fleet onboarding,
management, and
SW updates
Fleet
audit and
protection
IoT data
analytics and
intelligence
Gateway
Things
Sense & Act
Cloud
Storage & Compute
Secure local
triggers, actions,
and data sync
Intelligence
Insights & Logic → Action
Secure device
connectivity
and messaging
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS IoT Architecture
Endpoints
Fleet onboarding,
management, and
SW updates
Fleet
audit and
protection
IoT data
analytics and
intelligence
Gateway
Things
Sense & Act
Cloud
Storage & Compute
Secure local
triggers, actions,
and data sync
Intelligence
Insights & Logic → Action
Secure device
connectivity
and messaging
Secure Device Connectivity and Messaging
AWS IoT Core
Device
Gateway
Rules
Engine
Message
Broker
Device
Shadow
RegistryIdentity
Service
Identity Service
SigV4
• Certificates
- AWS or BYOC
• Manual or JITR
• IAM and AWS IoT policies
• Amazon Cognito
• Federated users
X.509
Custom Auth
Tokens
• Long-lived connections
• MQTT, WebSockets, HTTP
• SigV4, X.509, and token-based
authentication
• TLS 1.2
Device Gateway
• MQTT-based routing
• Publish/Subscribe
• QoS 0/1
• Topics
- Reserved ($aws/#)
- Wildcards
Message Broker
Message Broker –
Example
Rules Engine
Data transformation and actions
Analytics
Kinesis
Artificial
Intelligence
EMR
Messaging
SQS
SNS
Database
Amazon
Redshift
DynamoDB
Manage
CloudWatch
• Query language
SELECT * from 'topic/structure’
WHERE temperature > 35
• Topics
• Republish
• ML
• Representation of state
• Reported
• Desired
• Application interaction
Device Shadow
APIs
Registry
• Static device metadata
• ThingTypes
• Groups
• Jobs
Static data
Serial #, metadata, etc.
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS IoT Architecture
Endpoints
Fleet onboarding,
management, and
SW updates
Fleet
audit and
protection
IoT data
analytics and
intelligence
Gateway
Things
Sense & Act
Cloud
Storage & Compute
Secure local
triggers, actions,
and data sync
Secure device
connectivity
and messaging
AWS
IoT Core
Intelligence
Insights & Logic → Action
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Extend AWS IoT to the Edge
AWS Greengrass
Data and
State Sync
Security Over the
Air Updates
Protocol
Adapters
Local
device shadows
Local
Actions
Lambda
functions
Local
Messages
and Triggers
Local
message broker
AWS-grade
security
Easily update AWS
Greengrass core
Machine
Learning
Inference
Local execution
of ML models
Local
Resource
Access
Lambda functions
Interact with
peripherals
Easy integrations
with local
protocols
ʥ
A
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS IoT Architecture
AWS Greengrass
Endpoints
Fleet onboarding,
management, and
SW updates
Fleet
audit and
protection
IoT data
analytics and
intelligence
Gateway
Things
Sense & Act
Cloud
Storage & Compute
Secure local
triggers, actions,
and data sync
Secure device
connectivity
and messaging
AWS
IoT Core
Intelligence
Insights & Logic → Action
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Local Connectivity
Libraries
Cloud Connectivity
Libraries
Security
Connectivity
Libraries
OTA Beta &
Code Signing
Based on FreeRTOS kernel
AWS Greengrass AWS IoT Core
IoT Microcontroller OS
Amazon FreeRTOS
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS IoT Architecture
a:FreeRTOS
AWS Greengrass
Endpoints
Fleet onboarding,
management, and
SW updates
Fleet
audit and
protection
IoT data
analytics and
intelligence
Gateway
Things
Sense & Act
Cloud
Storage & Compute
Secure local
triggers, actions,
and data sync
Secure device
connectivity
and messaging
AWS
IoT Corea:FreeRTOS
Intelligence
Insights & Logic → Action
Batch Fleet
Provisioning
Real-time
Fleet Index & Search
Fine Grained
Device Logging
& Monitoring
Over the
Air Updates
Maintain Fleet Health
AWS IoT Device Management
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
a:FreeRTOS
a:FreeRTOS
AWS IoT Architecture
Intelligence
Insights & Logic → Action
AWS Greengrass
Endpoints
Fleet onboarding,
management, and
SW updates
Fleet
audit and
protection
IoT data
analytics and
intelligence
Gateway
Things
Sense & Act
Cloud
Storage & Compute
Secure local
triggers, actions,
and data sync
Secure device
connectivity
and messaging
AWS
IoT Core
AWS IoT Device
Management
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Audit Device
Configurations
Monitor Device
Behavior
Generate
Alerts
Patch Security
Vulnerabilities
AWS IoT Device Defender
Keep your fleet secure
Identify
Anomalies
© 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS IoT Architecture
a:FreeRTOS
a:FreeRTOS
Intelligence
Insights & Logic → Action
AWS Greengrass
Endpoints
Fleet onboarding,
management, and
SW updates
Fleet
audit and
protection
IoT data
analytics and
intelligence
Gateway
Things
Sense & Act
Cloud
Storage & Compute
Secure local
triggers, actions,
and data sync
Secure device
connectivity
and messaging
AWS
IoT Core
AWS IoT Device
Management
AWS IoT Device
Defender
Easily analyze IoT data
AWS IoT Analytics
Channels DatasetsPipelines Data Stores Jupyter Notebooks
& Templates
AWS IoT Analytics is a service that processes, enriches, stores, analyzes,
and visualizes IoT data for manufacturers and enterprises.
AWS IoT Architecture
Secure device
connectivity
and messaging
Endpoints
Fleet onboarding,
management, and
SW updates
Fleet
audit and
protection
IoT data
analytics and
intelligence
Things
Sense & Act
Cloud
Storage & Compute
Secure local
triggers, actions,
and data sync
AWS IoT Core
Gateway
AWS Greengrass
AWS IoT Device
Management
AWS IoT Device
Defender
Intelligence
Insights & Logic → Action
a:FreeRTOS
a:FreeRTOS
AWS IoT
Analytics
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS Helps You Overcome Challenges with
Software and Services for Key Use Cases
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Predictive Maintenance Architecture
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Predictive Maintenance Architecture
Thank you.
Backup
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Predict
Failure Before
Business
Operations
are Impacted
AWS IoT CapabilitiesRequirements
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Predict
Failure Before
Business
Operations
are Impacted
AWS IoT CapabilitiesRequirements

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AWS 資料數據與 IoT

  • 1. © 2020, Amazon Web Services, Inc. or its Affiliates.
  • 2. © 2020, Amazon Web Services, Inc. or its Affiliates. Lucern K. Ma Manager of Solutions Architecture, Amazon Web Services AWS IoT for Industrial Applications
  • 3. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT Architecture Endpoints Fleet onboarding, management, and SW updates Fleet audit and protection IoT data analytics and intelligence Gateway Things Sense & Act Cloud Storage & Compute Secure local triggers, actions, and data sync Intelligence Insights & Logic → Action Secure device connectivity and messaging
  • 4. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT Architecture Endpoints Fleet onboarding, management, and SW updates Fleet audit and protection IoT data analytics and intelligence Gateway Things Sense & Act Cloud Storage & Compute Secure local triggers, actions, and data sync Intelligence Insights & Logic → Action Secure device connectivity and messaging
  • 5. Secure Device Connectivity and Messaging AWS IoT Core Device Gateway Rules Engine Message Broker Device Shadow RegistryIdentity Service
  • 6. Identity Service SigV4 • Certificates - AWS or BYOC • Manual or JITR • IAM and AWS IoT policies • Amazon Cognito • Federated users X.509 Custom Auth Tokens
  • 7. • Long-lived connections • MQTT, WebSockets, HTTP • SigV4, X.509, and token-based authentication • TLS 1.2 Device Gateway
  • 8. • MQTT-based routing • Publish/Subscribe • QoS 0/1 • Topics - Reserved ($aws/#) - Wildcards Message Broker
  • 10. Rules Engine Data transformation and actions Analytics Kinesis Artificial Intelligence EMR Messaging SQS SNS Database Amazon Redshift DynamoDB Manage CloudWatch • Query language SELECT * from 'topic/structure’ WHERE temperature > 35 • Topics • Republish • ML
  • 11. • Representation of state • Reported • Desired • Application interaction Device Shadow APIs
  • 12. Registry • Static device metadata • ThingTypes • Groups • Jobs Static data Serial #, metadata, etc.
  • 13. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT Architecture Endpoints Fleet onboarding, management, and SW updates Fleet audit and protection IoT data analytics and intelligence Gateway Things Sense & Act Cloud Storage & Compute Secure local triggers, actions, and data sync Secure device connectivity and messaging AWS IoT Core Intelligence Insights & Logic → Action
  • 14. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Extend AWS IoT to the Edge AWS Greengrass Data and State Sync Security Over the Air Updates Protocol Adapters Local device shadows Local Actions Lambda functions Local Messages and Triggers Local message broker AWS-grade security Easily update AWS Greengrass core Machine Learning Inference Local execution of ML models Local Resource Access Lambda functions Interact with peripherals Easy integrations with local protocols ʥ A
  • 15. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT Architecture AWS Greengrass Endpoints Fleet onboarding, management, and SW updates Fleet audit and protection IoT data analytics and intelligence Gateway Things Sense & Act Cloud Storage & Compute Secure local triggers, actions, and data sync Secure device connectivity and messaging AWS IoT Core Intelligence Insights & Logic → Action
  • 16. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Local Connectivity Libraries Cloud Connectivity Libraries Security Connectivity Libraries OTA Beta & Code Signing Based on FreeRTOS kernel AWS Greengrass AWS IoT Core IoT Microcontroller OS Amazon FreeRTOS
  • 17. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT Architecture a:FreeRTOS AWS Greengrass Endpoints Fleet onboarding, management, and SW updates Fleet audit and protection IoT data analytics and intelligence Gateway Things Sense & Act Cloud Storage & Compute Secure local triggers, actions, and data sync Secure device connectivity and messaging AWS IoT Corea:FreeRTOS Intelligence Insights & Logic → Action
  • 18. Batch Fleet Provisioning Real-time Fleet Index & Search Fine Grained Device Logging & Monitoring Over the Air Updates Maintain Fleet Health AWS IoT Device Management
  • 19. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. a:FreeRTOS a:FreeRTOS AWS IoT Architecture Intelligence Insights & Logic → Action AWS Greengrass Endpoints Fleet onboarding, management, and SW updates Fleet audit and protection IoT data analytics and intelligence Gateway Things Sense & Act Cloud Storage & Compute Secure local triggers, actions, and data sync Secure device connectivity and messaging AWS IoT Core AWS IoT Device Management
  • 20. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Audit Device Configurations Monitor Device Behavior Generate Alerts Patch Security Vulnerabilities AWS IoT Device Defender Keep your fleet secure Identify Anomalies
  • 21. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT Architecture a:FreeRTOS a:FreeRTOS Intelligence Insights & Logic → Action AWS Greengrass Endpoints Fleet onboarding, management, and SW updates Fleet audit and protection IoT data analytics and intelligence Gateway Things Sense & Act Cloud Storage & Compute Secure local triggers, actions, and data sync Secure device connectivity and messaging AWS IoT Core AWS IoT Device Management AWS IoT Device Defender
  • 22. Easily analyze IoT data AWS IoT Analytics Channels DatasetsPipelines Data Stores Jupyter Notebooks & Templates AWS IoT Analytics is a service that processes, enriches, stores, analyzes, and visualizes IoT data for manufacturers and enterprises.
  • 23. AWS IoT Architecture Secure device connectivity and messaging Endpoints Fleet onboarding, management, and SW updates Fleet audit and protection IoT data analytics and intelligence Things Sense & Act Cloud Storage & Compute Secure local triggers, actions, and data sync AWS IoT Core Gateway AWS Greengrass AWS IoT Device Management AWS IoT Device Defender Intelligence Insights & Logic → Action a:FreeRTOS a:FreeRTOS AWS IoT Analytics
  • 24. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Helps You Overcome Challenges with Software and Services for Key Use Cases
  • 25. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Predictive Maintenance Architecture
  • 26. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Predictive Maintenance Architecture
  • 29. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Predict Failure Before Business Operations are Impacted AWS IoT CapabilitiesRequirements
  • 30. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Predict Failure Before Business Operations are Impacted AWS IoT CapabilitiesRequirements