Browsing Tag

Industry 4.0

10 posts
The Trinity of Data Streaming in Industrial IoT - Apache Kafka MQTT OPC UA
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  • 15 minute read

OPC UA, MQTT, and Apache Kafka – The Trinity of Data Streaming in IoT

In the IoT world, MQTT and OPC UA have established themselves as open and platform-independent standards for data exchange in Industrial IoT and Industry 4.0 use cases. Data Streaming with Apache Kafka is the data hub for integrating and processing massive volumes of data at any scale in real-time. This blog post explores the relationship between Kafka and the IoT protocols, when to use which technology, and why sometimes HTTP/REST is the better choice. The end explores real-world case studies from Audi and BMW.
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MQTT and Kafka for Manufacturing and Industrial IoT
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  • 4 minute read

Apache Kafka and MQTT (Part 3 of 5) – Manufacturing 4.0 and Industrial IoT

Apache Kafka and MQTT are a perfect combination for many IoT use cases. This blog series covers the pros and cons of both technologies. Various use cases across industries, including connected vehicles, manufacturing, mobility services, and smart city are explored. The examples use different architectures, including lightweight edge scenarios, hybrid integrations, and serverless cloud solutions. This post is part three: Manufacturing, Industrial IoT, and Industry 4.0.
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  • 6 minute read

Apache Kafka and MQTT (Part 2 of 5) – V2X and Connected Vehicles

Apache Kafka and MQTT are a perfect combination for many IoT use cases. This blog series covers the pros and cons of both technologies. Various use cases across industries, including connected vehicles, manufacturing, mobility services, and smart city are explored. The examples use different architectures, including lightweight edge scenarios, hybrid integrations, and serverless cloud solutions. This post is part two: Connected Vehicles and V2X applications.
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  • 7 minute read

Building a Smart Factory with Apache Kafka and 5G Campus Networks

The Fourth Industrial Revolution (also known as Industry 4.0) is the ongoing automation of traditional manufacturing and industrial practices, using modern smart technology. Event Streaming with Apache Kafka plays a key role in processing massive volumes of data in real-time in a reliable, scalable, and flexible way. Learn about the relationship between Apache Kafka and modern telco infrastructures leveraging private 5G campus networks for Industrial IoT (IIoT) and edge computing.
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Kafka at the Edge - Use Cases and Architectures
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  • 10 minute read

Use Cases and Architectures for Kafka at the Edge

Use cases and architectures for Kafka deployments at the edge, including retail stores, cell towers, trains, small factories, restaurants… Hardware and software components to realize edge and hybrid Kafka infrastructures.
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Apache Kafka and PLC4X Architecture for IIoT Automation Industry
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  • 6 minute read

Apache Kafka, KSQL and Apache PLC4X for IIoT Data Integration and Processing

Data integration and processing in Industrial IoT (IIoT, aka Industry 4.0 or Automation Industry). Apache Kafka, its ecosystem (Kafka Connect, KSQL) and Apache PLC4X are a great open source choice to implement this integration end to end in a scalable, reliable and flexible way.
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