AWS IoT Services Overview- IoT Core, Monitoring, Analytics by Jake Scherrer
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AWS Community Day | Midwest 2018 Track 1 AWS IoT Services Overview- IoT Core, Monitoring, Analytics Jake Scherrer
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AWS IoT Services Overview- IoT Core, Monitoring, Analytics by Jake Scherrer
- 1. IoT
- 2. What is IoT? What is AWS IoT? Agenda
- 3. Software Product Development Consulting Coaching and Training
- 4. What is IoT?
- 5. What is IoT? ● Network of physical objects (devices, vehicles, home appliances) ● Embedded with sensors, software, connectivity ● Accessible via the cloud through the Internet infrastructure
- 6. ● “Finger on the pulse” of traditionally hard to measure objects ● Collect and analyze data automatically, at scale ○ Reveal unseen patterns ○ Faster reaction to events ● Economical ○ Low cost hardware and sensors ○ Ubiquitous connectivity ● Growing Industry ○ 26B IoT devices by 2020 ○ $3.7B total market size by 2020 Why IoT
- 7. Agriculture Automotive Consumer Electronics Healthcare Industrial Logistics Smart City Smart Energy Smart Retail Wearables IoT Use Cases
- 9. IoT Architecture Device Gateway Cloud
- 10. Things/Devices
- 11. Things/Devices ● Connected ● Sensors ● Programmable ● Useful
- 12. Gateway ● Edge system to connect Things to the Cloud ● Localized connectivity ○ WiFi, BLE, Private LTE, LoRaWAN, Sigfox, ZigBee, more ● Robust external connectivity ○ High bandwidth, caching ● Additional processing ○ Encrypting, transformation, managing and filtering data
- 13. Cloud ● Broker ○ Message management (routing, QoS) ○ Device management ○ Edge security ● Data Storage ○ Per message storage ○ Highly structured or low structure (data warehouse vs. data lake) ● Processing ○ Transform messages ○ Trigger workflows ● Analytics ○ Aggregate data for visualization (QuickSight, Power BI, Kibana) ○ Feed machine learning models
- 14. Cloud ● Broker ○ Message management (routing, QoS) ○ Device management ○ Edge security ● Data Storage ○ Per message storage ○ Highly structured or low structure (data warehouse vs. data lake) ● Processing ○ Transform messages ○ Trigger workflows ● Analytics ○ Aggregate data for visualization (QuickSight, Power BI, Kibana) ○ Feed machine learning models
- 15. IoT Architecture
- 18. Gateway
- 19. AWS IoT Gateway
- 21. DynamoDB Lamda S3 Athena QuickSightIoT Rule AWS IoT Gateway
- 22. DynamoDB Lamda S3 Athena QuickSightIoT Rule AWS IoT Gateway
- 23. DynamoDB Lamda S3 Athena QuickSight Amazon ElasticSearch Kibana IoT Rule IoT Rule AWS IoT Gateway
- 24. AWS IoT Core ● Fully managed service ● Authentication and authorization ● Device Gateway ○ MQTT ○ WebSockets ○ HTTP ● Rules Engine
- 25. AWS IoT Core ● Fully managed service ● Security and identity ● MQTT Broker ● Message routing ● Status
- 26. AWS IoT Core ● Fully managed service ● Security and identity ● MQTT Broker ● Message routing ● Status
- 27. AWS IoT Core ● Fully managed service ● Security and identity ● MQTT Broker ● Message routing ● Status
- 28. AWS IoT Core ● Fully managed service ● Authentication and authorization ● Device Gateway ○ MQTT ○ WebSockets ○ HTTP ● Rules Engine
- 29. MQTT ● MQ Telemetry Transport (ISO/IEC PRF 20922) ● Publish-subscribe-based messaging protocol ● Designed to have a “small code footprint” and "limited network bandwidth" ○ Low energy and bandwidth cost ● Three Quality of Service levels ○ At most once delivery (fire and forget) ○ At least once delivery (acknowledged delivery) ○ Exactly once delivery (assured delivery)
- 30. AWS IoT Core ● Fully managed service ● Authentication and authorization ● Device Gateway ○ MQTT ○ WebSockets ○ HTTP ● Rules Engine
- 31. AWS IoT Core ● Fully managed service ● Security and identity ● MQTT Broker ● Message routing ● Status
- 32. AWS IoT Core ● Fully managed service ● Security and identity ● MQTT Broker ● Message routing ● Status
- 33. Message Processing AWS Lambda Functions ● Serverless node.js, .NET Core, Python, and Java ● Executes in response to an event, then shuts off Amazon Kinesis ● Real-time message processing More
- 34. Message Storage AWS DynamoDB ● NoSQL database ● Direct integration with AWS IoT AWS S3 ● Object storage ● Save messages as JSON files
- 35. Visualization ● Amazon QuickSight ● Business analytics service ● Connect to DynamoDB, Redshift, RDS, etc. ● Advanced processing via SPICE ● Kibana ● Open source near real-time data visualization ● Plugin to ElasticSearch ● Built-in to AWS Amazon Elasticsearch service
- 36. IoT Analytics Fully-managed analytics service ● Clean ● Process ● Store ● Analyze
- 37. IoT Analytics
- 38. IoT Analytics Channel Pipeline Datastore Dataset Analytics
- 39. IoT Analytics Channel Pipeline Datastore Dataset Analytics
- 40. IoT Analytics Pipeline ● Select/remove fields ● Add/rename fields ● Calculate fields ● Transform with Lambda function ● Enrich with metadata ● Filter message
- 41. IoT Analytics Clean and Store Data ● Select/remove fields ● Add/rename fields ● Calculate fields ● Transform with Lambda function ● Enrich with metadata ● Filter message
- 42. IoT Analytics Clean and Store Data ● Select/remove fields ● Add/rename fields ● Calculate fields ● Transform with Lambda function ● Enrich with metadata ● Filter message
- 43. IoT Analytics Clean and Store Data ● Select/remove fields ● Add/rename fields ● Calculate fields ● Transform with Lambda function ● Enrich with metadata ● Filter message
- 44. IoT Analytics Clean and Store Data ● Select/remove fields ● Add/rename fields ● Calculate fields ● Transform with Lambda function ● Enrich with metadata ● Filter message
- 46. IoT Analytics - One-stop-shop for IoT data - Very fast ‘0-Analysis’ - Fully managed - GA end of May
- 47. AWS IoT Operating system for microcontrollers Real-time Open source Amazon Free RTOS Bulk Onboarding Device organization (grouping, metadata, etc) Searching Remote management AWS IoT Device ManagementLocal compute Messaging Data caching Sync Machine learning AWS Greengrass
- 48. AWS IoT Operating system for microcontrollers Real-time Open source Amazon Free RTOS Bulk Onboarding Device organization (grouping, metadata, etc) Searching Remote management AWS IoT Device ManagementLocal compute Messaging Data caching Sync Machine learning AWS Greengrass
- 49. AWS IoT Operating system for microcontrollers Real-time Open source Amazon Free RTOS Bulk Onboarding Device organization (grouping, metadata, etc) Searching Remote management AWS IoT Device ManagementLocal compute Messaging Data caching Sync Machine learning AWS Greengrass AWS Greengrass
- 50. AWS IoT Operating system for microcontrollers Real-time Open source Amazon Free RTOS Bulk Onboarding Device organization (grouping, metadata, etc) Searching Remote management AWS IoT Device ManagementLocal compute Messaging Data caching Sync Machine learning AWS Greengrass
- 51. AWS IoT Operating system for microcontrollers Real-time Open source Amazon Free RTOS Bulk Onboarding Device organization (grouping, metadata, etc) Searching Remote management AWS IoT Device ManagementLocal compute Messaging Data caching Sync Machine learning AWS Greengrass 62 22% 20% 19% 13% 13% 11% 8% 5% 5% 5% 5% 4% 4% 4% 3% 3% 3% Embedded Linux FreeRTOS In-house/custom Android Debian (Linux) Ubuntu Microsoft (Windows Embedded 7/Standard) Texas Instruments RTOS Texas Instruments (DSP/BIOS) Micrium (uC/OS-III) Microsoft (Windows 7 Compact or earlier) Keil (RTX) Micrium (uC/OS-II) Wind River (VxWorks) AnalogDevices (VDK) Express Logic (ThreadX) Freescale MQX 2017 (N=619) Only Operating Systems with Please select ALL of the operating systems you are currently using. Top 10 In Use Operating Systems EE Times 2017 Embedded Markets Study
- 52. AWS IoT Operating system for microcontrollers Real-time Open source Amazon Free RTOS Bulk Onboarding Device organization (grouping, metadata, etc) Searching Remote management AWS IoT Device ManagementLocal compute Messaging Data caching Sync Machine learning AWS Greengrass Top 10 Operating Systems Under Consideration in Next 12 Months EE Times 2017 Embedded Markets Study 63 28% 27% 19% 17% 12% 11% 9% 8% 6% 6% 5% 5% 5% 5% 5% 4% 4% 4% 4% 3% FreeRTOS Embedded Linux In-house/custom Android Debian (Linux) Ubuntu Micrium (uC/OS-III) Texas Instruments RTOS Micrium (uC/OS-II) Microsoft Windows Embedded 7/Standard Express Logic (ThreadX) Keil (RTX) Texas Instruments (DSP/BIOS) Freescale MQX Wind River (Linux) Microsoft (Windows 7 Compact or earlier) Wind River (VxWorks) Red Hat (IX Lunix) AnalogDevices (VDK) Green Hills (INTEGRITY) 2017 (N = 568) Please select ALL of the operating systems you are considering using in the next 12 months.
- 53. AWS IoT Operating system for microcontrollers Real-time Open source Amazon Free RTOS Bulk Onboarding Device organization (grouping, metadata, etc) Searching Remote management AWS IoT Device ManagementLocal compute Messaging Data caching Sync Machine learning AWS Greengrass
- 54. AWS IoT Core ● Fully managed service ● Security and identity ● MQTT Broker ● Message routing ● Status
- 55. Security
- 57. Security Risk ● Stolen data ● Poisoned data ● Unauthorized surveillance ● Denial of service attacks ● Backdoor network access ● Many more
- 58. Security - Mitigation Techniques ● Connection ○ TLS ○ Certificate Pinning ○ Segmented network ● Physical Device ○ Signed Firmware ○ Encrypted storage ○ Restricted access to ports ● Deployment ○ Disabling or blocking single devices from IoT broker ○ Remote firmware updates ● Test, Test, Test
- 59. What is IoT? What is AWS IoT?
- 60. Copyright © 2018 Centare Holdings, Inc.