[di14] building a smart glucometer with azure iot hub (azure iot hub...
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Azure IoT Solutions Big Picture
Field Gateway
Device Connectivity & Management
Analytics & Operationalized Insights
Presentation & Business Connectivity
Dev
ices
RTO
S, Li
nux,
Win
dow
s, An
droi
d, iO
S
Protocol Adaptation
Cold Path AnalyticsAzure HDInsight, AzureML Azure Data Lake, Data Lake Analytics
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Hot Path AnalyticsAzure Stream Analytics, Azure HDInsight Storm
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App Service, Websites
Logic Apps, BizTalk Services, Notification Hubs
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Hot Path Business LogicService Fabric & Actor Framework
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Cloud Gateway
IoT Hub
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Field Gateway
Protocol Adaptation
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Power BI
IoT Solutions
https://docs.microsoft.com/en-us/azure/iot-hub/iot-hub-get-started
Consumer
• Cortana• Bing• Word• …
Developers
• Cognitive Services
Machine Learning
• Azure ML Studio
• TLC
Deep Learning
• CNTK• Tensorflow• Chainer• …
https://github.com/cloudbeatsch/CreateTimeSeriesData
“What is the chance that a hypo occurs within the next 24 hours”versus“What will the glucose value be in 3 hours”
https://azure.microsoft.com/en-us/develop/iot/https://azure.microsoft.com/en-us/services/machine-learning/https://studio.azureml.net/
https://www.microsoft.com/reallifecode/2015/07/21/prediction-of-diabetes-hypoglycemic-events/ https://blogs.msdn.microsoft.com/partnercatalystteam/2015/06/01/leveraging-machine-learning-for-better-patient-treatment/ https://blogs.msdn.microsoft.com/partnercatalystteam/2015/06/01/using-iot-for-enhanced-glucose-monitoring/http://medilync.com/