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Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0
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The manufacturing industry is moving away from just selling machinery, devices, and other hardware. Software and services increase revenue and margins. Equipment-as-a-Service (EaaS) even outsources the maintenance to the vendor.
This paradigm shift is only possible with reliable and scalable real-time data processing leveraging an event streaming platform such as Apache Kafka. This talk explores how Kafka-native Condition Monitoring and Predictive Maintenance help with this innovation.
More details:
The slide deck of the video recording:
This paradigm shift is only possible with reliable and scalable real-time data processing leveraging an event streaming platform such as Apache Kafka. This talk explores how Kafka-native Condition Monitoring and Predictive Maintenance help with this innovation.
More details:
The slide deck of the video recording:
0:22:20
Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0
0:40:48
Predictive Maintenance with Apache Flink - Dongwon Kim (SK telecom)
0:05:56
Top Kafka Use Cases You Should Know
0:04:39
Data Streaming in Real Life: Manufacturing - Predictive Maintenance & Condition Monitoring
0:21:04
Machine Learning with Apache Kafka without another Data Lake
0:34:15
Streaming Machine Learning with Apache Kafka and TensorFlow
0:54:13
Apache Kafka in the Automotive Industry
0:15:49
A Hybrid Cloud-native Lakehouse Project for Predictive Maintenance
0:44:17
Apache Kafka and Machine Learning in Pharma and Life Sciences
0:54:41
Apache Kafka for Oil & Gas, Smart Grid, and Energy Utilities
0:53:38
IoT Architectures for a Digital Twin with Apache Kafka and Comparison to other IoT Platforms
0:27:02
Predictive Maintenance Solutions for Smart Manufacturing
0:48:41
Apache Kafka in Manufacturing and Industry 4.0
0:05:34
Data Streaming in Real Life: Manufacturing - Connecting Smart Factories and the Cloud in Real-Time
0:08:35
apply() Conference 2021 | Apache Kafka, Tiered Storage and TensorFlow for Streaming Machine Learning
0:04:25
Apache Kafka Explained in 4 minutes
0:33:57
IoT Architectures + Use Cases for Apache Kafka - Consumer and Industrial IoT (IIoT / Industry 4.0)
0:54:13
AWS re:Invent 2019: Combining IoT and machine learning for predictive maintenance (IOT309-R1)
0:45:02
Handle Millions of IoT Devices Connected to Kafka via MQTT
0:07:01
The Why & How of Predictive Maintenance
0:17:54
End to End Integration from IoT Edge to Serverless Apache Kafka in Confluent Cloud
0:29:12
Apache Kafka & Kubernetes in the Telco Industry for Cloud-Native 5G, MEC & OSS Use Cases
0:02:49
Maschinen mit Predictive Maintenance intelligent warten
0:50:07
Getting the most out of your IoT data: basics of Predictive Maintenance
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