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AWS 資料數據與 IoT

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AWS 資料數據與 IoT

  1. 1. © 2020, Amazon Web Services, Inc. or its Affiliates.
  2. 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. 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. 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. 5. Secure Device Connectivity and Messaging AWS IoT Core Device Gateway Rules Engine Message Broker Device Shadow RegistryIdentity Service
  6. 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. 7. • Long-lived connections • MQTT, WebSockets, HTTP • SigV4, X.509, and token-based authentication • TLS 1.2 Device Gateway
  8. 8. • MQTT-based routing • Publish/Subscribe • QoS 0/1 • Topics - Reserved ($aws/#) - Wildcards Message Broker
  9. 9. Message Broker – Example
  10. 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. 11. • Representation of state • Reported • Desired • Application interaction Device Shadow APIs
  12. 12. Registry • Static device metadata • ThingTypes • Groups • Jobs Static data Serial #, metadata, etc.
  13. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 25. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Predictive Maintenance Architecture
  26. 26. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Predictive Maintenance Architecture
  27. 27. Thank you.
  28. 28. Backup
  29. 29. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Predict Failure Before Business Operations are Impacted AWS IoT CapabilitiesRequirements
  30. 30. © 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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