SORACOM と Azure で IoT
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ソラコム Developers Conference ?０ で鞠したY創です。
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SORACOM と Azure で IoT
- 1. SORACOMとAzureでIoT ソラコム Developers Conference #0 2015.10.16 JAZUG @kekekekenta
- 2. 徭失B初 { "objectType": "User", ＾displayName￣: ＾Kentaro Aoki", ＾Twitter": "@kekekekenta", "onPremisesSecurityIdentifier": null, } 2
- 5. Azure Platform Services 5 Compute Windows Virtual Machines Linux Virtual Machines Cloud Services RemoteApp Batch Web + Mobile Azure App Service Mobile Services API Management Notification Hubs Mobile Engagement Data + Storage SQL Database DocumentDB Redis Cache Storage StorSimple Azure Search SQL Data Warehouse Analytics HDInsight Machine Learning Stream Analytics Data Factory Event Hubs Data Catalog Networking Virtual Network ExpressRoute Traffic Manager Bandwidth Load Balancer VPN Gateway DNS Application Gateway Identity + Access Management Active Directory Azure Active Directory B2C Azure Active Directory Domain Services Multi-factor Authentication Media + CDN Media Services CDN Developer Services Visual Studio Online Application Insights Management Scheduler Automation Operational Insights Key Vault Azure IoT Hub
- 6. SORACOM と Azure で IoT どうしてAzureなの 6 Microsoft Azure+ +
- 7. Cortana Analytics Suite 7 ダッシュボ`ド 辛晒 Power BI パ`ソナル デジタルアシスタント Cortana 岑インテリジェンス Face, Speech ビジネスシナリオ Recommendations Customer churn C亠僥と蛍裂 Azure Machine Learning Azure HDInsight Azure Stream Analytics ビックデ`タストア Azure Data Lake Azure SQL Data Warehouse 秤鷙楡 Azure Data Factory Azure Data Catalog Azure Event Hubs デ`タ アクション
- 8. Event Hubs ? 昼g方為嵐周のイベントを鞭佚できるデ`タЪサ`ビ ス 8 Field gateway Azure Event Hub PAN Device IP Network Device HTTPS, AMQP HTTPS, AMQP Azure SDK Azure SDK パ`ティション リテンション豚g
- 9. Stream Analytics ? 寄楚のデ`タをリアルタイムにI尖するクエリエンジン 9 Azure Stream Analytics SELECT System.Timestamp as Time, DeviceId, CAST(AVG(frompis.Temp) AS float) AS Temp, CAST(AVG(frompis.Pressure) AS float) AS Pressure, CAST(AVG(frompis.Hum) AS float) AS Hum, CAST(AVG(frompis.HiLux) AS float) AS HiLux, CAST(AVG(frompis.LowLux) AS float) AS LowLux INTO powerbi FROM raspisensors TIMESTAMP BY Date GROUP BY DeviceId, TumblingWindow(second, 30) SQL Database Storage Document DB Event Hub Power BI
- 10. Machine Learning 10 戰禰`タiみzみ 撻禰`タ屁侘 ∠アルゴリズムを峺 協してトレ`ニング 柝Я喘とテスト喘のデ`タ恬撹 ⊥トレ`ニングしたY惚をもとにスコアリン グ ∂Web API ⌒u ? 繁寂の旗わりに登僅を和す字亠僥楼児徒
- 11. Power BI ? Web APIインタフェ`スを隔つBIツ`ル 11 HTTPS HTTPS T-SQL Power BI API
- 12. Power BI ? Power BI _kツ`ルでグラフを弖紗 C ソ`スコ`ドはGitHubで巷_されてるよ 12
- 13. まとめ。SORACOM Azureだ 13 Microsoft Azure Web app Event Hub Stream Analytics Power BI Raspberry PI with Sensors SORACOM Beam からIMSI函誼 SORACOM Beam で函誼した IMSI と、 センサ`､Event Hub に JSON で僕佚 Stream Analyticsでg了rg 峠譲､鰉麻してPower BIに僕る SQL Database Machine Learning Data Factory Event Hub
- 14. Aきはリレ`ブログで。 14
- 15. Azure IoT Hub 15 Field gateway Azure IoT Protocol Gateway (クラウドサ`ビ スにデプロイ) Azure IoT Hub PAN Device IP Network Device MQTT, 鏡徭プロトコル MQTT, 鏡徭プロトコル HTTPS, AMQP HTTPS, AMQP AMQPAzure IoT SDK Azure IoT SDK Azure IoT SDK
- 16. そろそろ12埖 16
- 17. ソラコム サンタさん 17
- 18. SORACOM BEAM に AMQP をください 18
- 21. ありがとうございました 21