![]() These examples use different architectures and infrastructures for edge computing, hybrid deployments, and cloud computing. Large-scale processing of events from hundreds of thousands or even millions of users and machine and device interfaces.Mission-critical, 24/7 deployments without downtime.Real-time data integration and data processing.Severstal: Real-time analytics at the edge for quality improvements and predictive maintenance in factory production lines.Īll of these share the following requirements:.E.ON: IoT cloud platform to integrate and correlate data from internal applications, smart homes, smart grids, and partner systems, providing a real-time infrastructure for energy distribution.Deutsche Bahn: Connectivity to different technologies, such as messaging systems, databases, and files to correlate events for calculation and display of real-time train information, delays, and cancellations on mobile apps, train station displays, and other interfaces.Bosch Power Tools: Real-time alerting and new real-time dashboards that merge and present data from manufacturing plants, dealers, tool owners, and other sources across the company.Audi: Connected car infrastructure for real-time ingestion, processing, and analysis of events for after-sales and other customer-related use cases.Lyft: Correlation of events from drivers, guests, and backend systems like CRM, weather service, traffic information, and the payment provider to calculate routes, estimated time of arrival, estimated cost, and more.Let’s first overview a variety of CIoT and IIoT/Industry 4.0 examples to see how it works Use Cases for IoT and event streaming with Apache Kafka This blog post takes a look at IoT, its relation to the MQTT standard, and options for integrating MQTT with Apache Kafka ® and Confluent Cloud, including a new Kafka-native implementation of an MQTT broker. Together, Confluent, Waterstream, and MQTT are accelerating Industry 4.0 with new Industrial IoT (IIoT) and consumer IoT (CIoT) use cases, revolutionizing the way companies manufacture and use machines, devices, and other connected components. ![]() With billions of Internet of Things (IoT) devices, achieving real-time interoperability has become a major challenge. ![]()
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