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Spyros Garyfallos [Microsoft] | Deploy, Monitor and Manage Your High-Value AI Workloads to the Edge, Using Azure IoT Edge and InfluxData | InfluxDays Virtual Experience London 2020

Learn how to deploy, monitor and manage high-value AI to on-premises edge devices, powered by a marketplace quick-start experience.

The capabilities unlocked by combining Azure IoT Edge and InfluxData allow the seamless deployment, management and monitoring of high-value AI/ML workloads to the Edge, capabilities so far limited only to cloud environments.

This session presents an overview of these new capabilities of the Azure IoT Edge and InfluxData synergy.

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Spyros Garyfallos [Microsoft] | Deploy, Monitor and Manage Your High-Value AI Workloads to the Edge, Using Azure IoT Edge and InfluxData | InfluxDays Virtual Experience London 2020

  1. 1. Deploy, monitor and manage your high-value AI workloads to the Edge, using Azure IoT Edge and InfluxData Spyros Garyfallos
  2. 2. What is the Edge?
  3. 3. The Cloud This Photo by Unknown Author is licensed under CC BY-NC-ND
  4. 4. The Cloud Platform This Photo by Unknown Author is licensed under CC BY-NC-ND
  5. 5. Cloud limitations This Photo by Unknown Author is licensed under CC BY-NC-ND
  6. 6. Connectivity This Photo by Unknown Author is licensed under CC BY-ND
  7. 7. Bandwidth This Photo by Unknown Author is licensed under CC BY-NC
  8. 8. Latency This Photo by Unknown Author is licensed under CC BY-SA
  9. 9. Privacy This Photo by Unknown Author is licensed under CC BY-NC-ND
  10. 10. The Edge This Photo by Unknown Author is licensed under CC BY-SA
  11. 11. The Edge This Photo by Unknown Author is licensed under CC BY-SA-NC
  12. 12. Azure IoT Edge
  13. 13. TPM This Photo by Unknown Author is licensed under CC BY-SA-NC
  14. 14. Azure IoT Edge Security
  15. 15. Azure IoT Edge Application Management
  16. 16. Azure IoT Edge Application Deployment
  17. 17. Sample Azure IoT Edge application
  18. 18. Azure IoT Edge Components
  19. 19. Industrial IoT Edge
  20. 20. InfluxDB and Telegraf
  21. 21. InfluxDB and Telegraf
  22. 22. InfluxDB and Telegraf This Photo by Unknown Author is licensed under CC BY-SA-NC
  23. 23. Azure IoT Edge with InfluxDB & Telegraf
  24. 24. Flux queries and ML
  25. 25. Azure IoT Edge with InfluxDB & Telegraf
  26. 26. Azure IoT Edge Modules Marketplace
  27. 27. Marketplace Modules Default Configuration InfluxDB Container System default config (Security and Network) Telegraf Container Plugins System default config App default config InfluxDB Marketplace Module Layers Telegraf Marketplace Module Layers
  28. 28. Marketplace
  29. 29. Future Features This Photo by Unknown Author is licensed under CC BY-SA
  30. 30. Deploy, monitor and manage your high-value AI workloads to the Edge, using Azure IoT Edge and InfluxData Recap
  31. 31. Thank you!

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