https://www.youngju.dev/blog 천천히 올바르게. AI Researcher & DevOps Engineer Youngju's tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering. ko fjvbn2003@gmail.com (Youngju Kim) fjvbn2003@gmail.com (Youngju Kim) Sat, 16 May 2026 00:00:00 GMT https://www.youngju.dev/blog/culture/2026-05-16-industrial-iot-iiot-2026-siemens-mindsphere-aws-iot-azure-digital-twins-ptc-thingworx-litmus-balena-particle-deep-dive.en https://www.youngju.dev/blog/culture/2026-05-16-industrial-iot-iiot-2026-siemens-mindsphere-aws-iot-azure-digital-twins-ptc-thingworx-litmus-balena-particle-deep-dive.en A complete look at the Industrial IoT (IIoT) stack as of May 2026: Siemens Industrial Edge plus Insights Hub (formerly MindSphere), GE Vernova/Predix, PTC ThingWorx plus Kepware, Hitachi Lumada, Schneider EcoStruxure, ABB Ability, Honeywell Forge, Rockwell FactoryTalk, Bosch IoT Hub. Plus hyperscalers (AWS IoT Core/SiteWise/TwinMaker/Greengrass, Azure IoT Hub/Digital Twins/IoT Operations) and open source (EdgeX Foundry, Eclipse Hono/Ditto/Hawkbit/Kura, Apache PLC4X/StreamPipes/OpenEMS) and device-to-cloud SaaS (Balena, Particle.io, Golioth, Memfault, Litmus Edge, HiveMQ, EMQX) plus OPC UA / MQTT 5.0 / Sparkplug B / Modbus / PROFINET / EtherCAT protocols, OT security (Claroty/Dragos/Nozomi/Armis), and ISA-95 / IEC 62443 standards. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) industrial-iotiiotsiemensaws-iotazure-digital-twinsptc-thingworxlitmusbalenaparticleopc-uamqttenglish https://www.youngju.dev/blog/culture/2026-05-16-industrial-iot-iiot-2026-siemens-mindsphere-aws-iot-azure-digital-twins-ptc-thingworx-litmus-balena-particle-deep-dive.ja https://www.youngju.dev/blog/culture/2026-05-16-industrial-iot-iiot-2026-siemens-mindsphere-aws-iot-azure-digital-twins-ptc-thingworx-litmus-balena-particle-deep-dive.ja 2026年5月時点の産業用IoT(IIoT)スタックを総括する。Siemens Industrial Edge + Insights Hub(旧MindSphere)、GE Vernova/Predix、PTC ThingWorx + Kepware、Hitachi Lumada、Schneider EcoStruxure、ABB Ability、Honeywell Forge、Rockwell FactoryTalk、Bosch IoT Hub、さらにハイパースケーラ(AWS IoT Core/SiteWise/TwinMaker/Greengrass、Azure IoT Hub/Digital Twins/IoT Operations)とOSS(EdgeX Foundry、Eclipse Hono/Ditto/Hawkbit/Kura、Apache PLC4X/StreamPipes/OpenEMS)、デバイス-クラウドSaaS(Balena、Particle.io、Golioth、Memfault、Litmus Edge、HiveMQ、EMQX)、OPC UA / MQTT 5.0 / Sparkplug B / Modbus / PROFINET / EtherCAT などのプロトコル、OTセキュリティ(Claroty/Dragos/Nozomi/Armis)、ISA-95 / IEC 62443 標準まで詳細に取り上げる。 Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) industrial-iotiiotsiemensaws-iotazure-digital-twinsptc-thingworxlitmusbalenaparticleopc-uamqtt日本語 https://www.youngju.dev/blog/culture/2026-05-16-industrial-iot-iiot-2026-siemens-mindsphere-aws-iot-azure-digital-twins-ptc-thingworx-litmus-balena-particle-deep-dive https://www.youngju.dev/blog/culture/2026-05-16-industrial-iot-iiot-2026-siemens-mindsphere-aws-iot-azure-digital-twins-ptc-thingworx-litmus-balena-particle-deep-dive 2026년 5월 기준 산업용 IoT(IIoT) 스택을 끝까지 본다. Siemens Industrial Edge + Insights Hub(구 MindSphere), GE Vernova/Predix, PTC ThingWorx + Kepware, Hitachi Lumada, Schneider EcoStruxure, ABB Ability, Honeywell Forge, Rockwell FactoryTalk, Bosch IoT Hub, 그리고 하이퍼스케일러(AWS IoT Core/SiteWise/TwinMaker/Greengrass, Azure IoT Hub/Digital Twins/IoT Operations) 및 오픈소스(EdgeX Foundry, Eclipse Hono/Ditto/Hawkbit/Kura, Apache PLC4X/StreamPipes/OpenEMS)와 디바이스-클라우드 SaaS(Balena, Particle.io, Golioth, Memfault, Litmus Edge, HiveMQ, EMQX) 및 OPC UA/MQTT 5.0/Sparkplug B/Modbus/PROFINET/EtherCAT 같은 프로토콜, OT 보안(Claroty/Dragos/Nozomi/Armis), ISA-95/IEC 62443 표준까지 한 글에서 깊이 정리한다. Sat, 16 May 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) industrial-iotiiotsiemensaws-iotazure-digital-twinsptc-thingworxlitmusbalenaparticleopc-uamqtt