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What’s New with Device Qualification Program and IoT Services

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What’s New with Device Qualification Program and IoT Services
亞馬遜 AWS 於 2018 年 11 月底在美國拉斯維加斯所舉辦的第七屆 AWS re:Invent 2018 大會,在 AWS 客戶、合作夥伴、媒體人士、產業分析師及 AWS 員工共襄盛舉下,與會人數再創新高,超過 5 萬人。會中 AWS 發布超過 20 款雲端方案,且一半以上專攻雲端 AI、機器學習、物聯網,包括對 SageMaker 強化更多進階功能,推出第一款專用的機器學習推論晶片、加入深度的機器學習運算法支援,及其他包括儲存、資料庫、混合雲、邊緣運算 IoT 等解決方案。而具備微型機器學習能力的迷你自駕遙控車 DeepRacer 的現身,驚人之舉不僅抓人眼球,深入客戶體驗的用心,更成功抓住全球使用者的心。

為讓您與全球先進技術同步,共享最新趨勢資訊,解決您開發機器學習和發展 AIoT 所遇到的難題,AWS 台灣團隊將於 2019 年 1 月 31 日 (四) 舉辦《AWS re:Invent 2018 Recap 台北》,特別嚴選最適切國內諸位先進和企業需求的內容,從「技術創新」、「AIoT」兩大分組議程,發表 AWS 的新服務和新方案。大會除了邀請亞馬遜 AWS 大中華區首席雲計算企業顧問 (Principal Evangelist) 張俠博士分享 AWS 的解決方案藍圖外,眾多 AWS 資深專家也將分享包含機器學習、深度學習推理加速等新方案,完全託管的文件系統、資料庫,無伺服器、容器技術與安全性,以及大數據與分析、物聯網服務應用、儲存方案等最新技術。歡迎您親臨會場,全方位體驗 AWS 新服務將能為您創造的驚人創新之效益。

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What’s New with Device Qualification Program and IoT Services

  1. 1. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark What’s new with AWS IoT Platform Andy Kwong, AWS IoT Lab
  2. 2. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Philips Healthcare Philips Healthcare Informatics Solutions and Services is a division of the Amsterdam, Netherlands-based Philips conglomerate. AWS is helping us change the way we provide healthcare to people on a global scale. Jeroen Tas CEO Healthcare Informatics Solutions and Services ” “ Reinvent with Secure Data Problem Healthcare faces unique challenges when connecting devices including patient privacy and industry standards and protocols. Solution The Philips HealthSuite digital platform (HSDP) is built with AWS IoT services to manage, update, & remotely monitor data from smart devices to address the challenges of connecting healthcare devices. Impact HSDP Connect Services enabled over 11 million device connectivity solutions. By using AWS IoT services, HSDP Connect is reducing connectivity costs by 46%.
  3. 3. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark iRobot is an American advanced technology company, founded in 1990 by three MIT graduates who designed robots for space exploration and military defense. AWS offers powerful tools and integration capabilities that enable us to use a serverless architecture that saves us the headaches of learning to scale. Ben Kehoe Cloud Robotics Research Scientist, iRobot ” “ Reinvent w/Serverless Scale Problem A large numbers of people trying out the new connected Roomba vacuums resulted in large volumes of traffic through the iRobot HOME App, the mobile app customers would use to control their robots. Solution By using a serverless architecture based on AWS IoT Core and AWS Lambda, iRobot is able to keep the cost of the cloud platform low, avoid the need for subscription services, and manage the solution with fewer than 10 people. AWS IoT Core, which can process trillions of messages between billions of devices and AWS or other endpoints.
  4. 4. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Reinvent w/Realtime Data Problem Enel was looking to manage network distribution at the edge. They were seeking to collect sensor and meter data over 500,000 cabins distributed across the to measure energy consumption, monitor network behavior in real time, and track effects of seismic waves and earthquakes. Solution Enel implemented AWS Greengrass to collect, convey, and process the largest amount of data to trigger actions, govern activities, respond to anomalies, and promote new services. Impact The project is the widest so far in Europe and provides Enel an opportunity to leverage data to design a better future.
  5. 5. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Architecture
  6. 6. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Architecture & Components
  7. 7. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark How can I liberate data that was once locked in industrial facilities?
  8. 8. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Structure your data and specify performance metrics for your assets and processes Easily browse equipment and process data, build data views to identify inefficiencies, diagnose issues, and improve cross-facility processes AWS IoT SiteWise collects data from the plant floor with a local gateway, structures & labels that data, and generates real time KPIs & metrics to make better data-driven decisions. See your data flowing in minutes without writing code, just connect and configure your gateway AWS IoT SiteWise
  9. 9. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT SiteWise System Administrators Production Managers & Process Analysts Reduce time and cost of managing complex infrastructure for equipment data Subject Matter Experts
  10. 10. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Reinvent w/Monitoring Problem 1/3 of food produced globally is lost or wasted, and of that, 39% of the loss occurs in food manufacturing. Bayer is committed to reducing crop waste across the food processing supply chain. Solution Using AWS IoT SiteWise, Bayer is exploring digital manufacturing for crop processing to identify and prevent process loss in real time. Impact Continuously monitoring food processing efficiency, quality, and resource utilization, allows Bayer to adjust processes and equipment to reduce losses even as the quality or quantity of input crop streams might change.
  11. 11. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark IoT SiteWise Gateway Installed PLC and Gateway plugged into network switch Program Logic Controller (PLC) Gateway hosting OPC-UA server & SiteWise software package Maintain factory compliance with minimal installation and industrial grade Gateway for different environments
  12. 12. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Customizable Views Data Management and Modeling Tools Remotely Manageable Edge Gateway Access data from local databases on the factory floor Collect data consistently from different sources Visually identify equipment or process issues AWS IoT SiteWise
  13. 13. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark How can I detect changes across complex industrial systems? !
  14. 14. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Build simple logic to evaluate incoming telemetry data to detect events in equipment or a process Detect events from data across thousands of sensors and other sources Trigger responses to optimize operations AWS IoT Events allow you to continuously monitor data from your equipment and fleets of devices for changes in operation and to trigger the appropriate response when events occur ! AWS IoT Events
  15. 15. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Events
  16. 16. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Reinvent w/Realtime Event Problem Shared Scooters are impacting urban transportation in densely populated cities. Thousands of scooters are deployed across the globe, yet they’re often at risk of theft or damage. Estimates from San Francisco state 200 scooters were lost in 2 weeks after deployment.* Solution Onica is using AWS IoT Events with it’s IoTanium IoT Platform to listen to data from the scooters and the scooter management applications. When a scooter moves more than three feet and is in one of the ‘unrented’ states, the scooter must report back within 60 seconds or an alert is sent. Impact Scooters cost range is $100 to $500 dollars, making it a significant investment to protect. Brand equity is at stake when damaged scooters litter communities or availability is dismal due to theft.
  17. 17. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark State Machine
  18. 18. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Architecture AWS IoT Events Raw DataScooter State Machine Output Web UI
  19. 19. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Event Detector Models Scalability Integration with analytics tools & other AWS services Reduce the cost of device maintenance Uncover new insights Easily automate operations AWS IoT Events
  20. 20. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark How can I build IoT applications faster?
  21. 21. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Things Graph AWS IoT Things Graph helps you rapidly build IoT applications by combining devices and web services and defining the interactions between them with little to no code.
  22. 22. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Things Graph
  23. 23. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Things Models Manufacturer A Model for Camera A Manufacturer B Model for Camera B Manufacturer C Model for Camera C Generic Camera Model
  24. 24. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark TCS Smart Home solution system architecture using AWS IoT Things Graph HUB AWS IoT Greengrass modules deployed in HUB for Device Command and Control AWS IoT Greengrass Coffee Maker Wi Fi (Socket) Lights Zigbee Doo r Wi Fi (REST) C O Xbee Echo Voice Command and Response Surveillanc e Camera IP Camera Stream BLE AWS cloud services AWS Lambda Functions Amazon Kinesis Video streams Amazon S3 Video Streaming AWS IoT Deploy application to HUB TCS AWS Confidential Sensor Tag
  25. 25. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Models Deploy to AWS IoT Greengrass devicesMulti-step WorkflowVisual Drag & Drop Interface C° Automate processesMinimize the need to write code Easily work with devices Design in the cloud, run at the edge AWS IoT Things Graph
  26. 26. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark How can I extend AWS cloud capabilities to the edge?
  27. 27. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Data and State Sync Security Over the Air UpdatesConnectors Operate devices offline & synchronize data when reconnected Local Actions Simplify device programming with AWS Lambda Mutual authentication & authorization between cloud and devices Easily update AWS IoT Greengrass Core Machine Learning Inference Perform ML Inference locally Local Resource Access AWS Lambda functions can access & use local resources of a given device Extend edge devices with connections to external services Local Messages and Triggers Enable device communication without a cloud connection Secrets Manager Deploy secrets to edge devices AWS IoT Greengrass (new v1.7)
  28. 28. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Greengrass Secrets Manager
  29. 29. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Greengrass Hardware Security
  30. 30. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Greengrass Connectors
  31. 31. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Greengrass Connectors Example
  32. 32. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Greengrass ML & SageMaker
  33. 33. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Greengrass ML & SageMaker Neo https://github.com/neo-ai/
  34. 34. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS IoT Greengrass running in different modes • Running Lambda using group-specific configuration (run-as) • More granular control over access to device resources • Resource limits, file permissions, disk quotas • Note: avoid running as root unless absolutely necessary • Running Lambda using Containerization • Lambda runs by default with Greengrass container • Can run with no container for full system access if needed • Running Greengrass in a Docker Container • Suppose Windows, macOS, and Linux AWS IoT Greengrass Core (1.7.0) with Greengrass Containers Device Resources accessed directly
  35. 35. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark How can I ensure my devices will work with AWS IoT services?
  36. 36. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Download AWS IoT Device Tester from AWS IoT Greengrass and Amazon FreeRTOS product pages AWS IoT Device Tester is a test automation tool that lets you test Amazon FreeRTOS or AWS IoT Greengrass on your choice of devices. AWS IoT Device Tester for Amazon FreeRTOS Tests if the Amazon FreeRTOS cloud connectivity, OTA, and security libraries function correctly on top of microcontroller board device drivers AWS IoT Device Tester for AWS IoT Greengrass Tests if the combination of device’s CPU architecture, Linux kernel configuration, and drivers work with AWS IoT Greengrass AWS IoT Device Tester
  37. 37. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark *Available as part of the Device Qualification Program AWS IoT Device Tester Authenticate and interoperate with AWS IoT services Sets up required cloud resources, automates compiling and flashing of test cases on the target device for execution Submit AWS IoT Device Tester results to get listed in AWS Device Catalog* Gain Confidence Make Testing Easy Get Listed
  38. 38. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS Device Qualification Program Consulting + technology partners AWS Partner Network AWS IoT Device Tester Test Automation APN Device Listing Portal AWS Device Catalog Submit Product Details and Test Results Self-Qualify Device* Review Submission and List Device** *Supported for Amazon FreeRTOS and AWS IoT Greengrass **APN may request partner-submitted hardware for technical validation The AWS Device Qualification Program is a hardware qualification and incentive program that is open to all APN partners who want to qualify their device hardware by validating that they work with AWS IoT Greengrass and Amazon FreeRTOS. Qualified devices are eligible for listing in the AWS Device Catalog, which allows customers to discover IoT devices that work with AWS.
  39. 39. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Device Tester Device Tester • Be the expert providing IoT concept to end-to-end solution architecture • Add-value to our partners and domain expert working together on creating proof of concept demos/show-cases, capability prototypes on customer use cases, and strategic go-to-market IoT solutions. IoT Lab - Scope of Work – Solutions Enablement Device Pre-Qualification Device Qualification Post-Qualification & POC/Solutions Device Listing Portal & Catalog
  40. 40. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Amazon Lambda Amazon SNS Amazon SQS IoT Core Target • Smart home device manufacturers • Smart facility solution partners • Smart school Problem • Hardware manufacturer have limited knowledge with Alexa/IoT integration • Challenges with best practice on integrating the IoT platform with Cloud POC/Solution • Prototype GreenGrass/FreeRTOS/IoT SDK plus Alexa AVS/AIS API • Prototype best practice OTA, Device Management, and serverless lambda functions. • Include customer facing application template for device registration/provision. • Enable Alexa integration smart home solution using AWS IoT platform (and documented for other smart home product manufacturers). Smart Home Prototype
  41. 41. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Target • Smart retail analytics and video/image analytics partners • Smart retail facility operators Problem • Need actionable data to engage customers, optimizing the business and making smarter data- driven decisions. • Need accurate, real-time insights of the audience’s spontaneous behavior, interest and demographic profile. POC/Solution • Based on sophisticated Computer Vision and Face Analysis algorithms, the software enables detection and measurement of multiple faces in a video frame. The software used in combination with a HD/UHD4K camera sensor to detect and track audience facial information. • Actionable data (Viewers/OTS, Dwell Time, Attention) with anonymous audience visual analysis with customer ML model (Demographics, Age, Gender, Location and Mood Insights) IoT Core Amazon QuickSight Amazon S3 Kiosk w/ Video Analytics Amazon EMR (w/ Zeppelin) Smart Retails Prototype
  42. 42. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Solutions, Solutions, Solutions … City/Utility Commercial/Industrial partnership to show case prototype, POC, and end-to-end solutions Retail/Consumer
  43. 43. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Thank you!

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