Kai Waehner
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Kai Waehner Technology Evangelist – Big Data Analytics – Middleware – Apache Kafka
Kai Waehner Technology Evangelist – Big Data Analytics – Middleware – Apache Kafka
  • Home
  • Highlights
  • Activities
    • Talks at International Conferences
    • Video Recordings
    • Publications
  • Blog
    • Analytics
    • Cloud
    • Internet of things
    • Integration
    • Stream Processing
      • Apache Spark
      • Big Data
      • Business Intelligence
      • Deep Learning
      • Hadoop
      • In Memory
      • Jupyter
      • Kafka Streams
      • Machine Learning
      • NoSQL
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        • Apache Mesos
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            • Apache Kafka
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            • ESB
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            • Java / JEE
            • Kafka Connect
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            • Middleware
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            • Service Mesh
            • SOA
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              • Apache Kafka
              • Big Data
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              • Kafka Streams
              • KSQL
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            • About ME
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            Technology Evangelist
            Kai Waehner
            Kai Waehner
            builds cloud-native event streaming infrastructures for real-time data processing and analytics

            Browsing Tag

            machine learning

            33 posts
            Apache Kafka and Event Streaming Top Use Cases for 2021
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            • 409 views
            • 2 minute read

            Top 5 Event Streaming Use Cases for 2021 with Apache Kafka

            • Apache Kafka
            • Architecture
            • Cloud
            • Cybersecurity
            • Event Streaming
            • Machine Learning
            • Open Source
            • Trends
            • Use Cases
            • ByKai WaehnerKai Waehner
            • 16. December 2020
            TOP 5 Event Streaming Architectures and Use Cases for 2021: Edge deployments, hybrid and multi-cloud architectures, service mesh-based microservices, streaming machine learning, and cybersecurity.
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            Kafka-native Model Server for Machine Learning and Model Deployment
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            • 359 views
            • 6 minute read

            Streaming Machine Learning with Kafka-native Model Deployment

            • Analytics
            • Apache Kafka
            • Architecture
            • Deep Learning
            • Event Streaming
            • Kafka Streams
            • Machine Learning
            • Open Source
            • Stream Processing
            • ByKai WaehnerKai Waehner
            • 27. October 2020
            Apache Kafka became the de facto standard for event streaming across the globe and industries. Machine Learning (ML)…
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            Kafka Examples Use Cases and Architectures
            Read More
            • 617 views
            • 3 minute read

            Use Cases and Architectures for Apache Kafka across Industries

            • Analytics
            • Apache Kafka
            • Architecture
            • Event Streaming
            • Use Cases
            • ByKai WaehnerKai Waehner
            • 20. October 2020
            Event Streaming is happening all over the world. This blog post explores real-life examples across industries for use…
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            Apache Kafka for Manufacturing and Industry 4.0
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            • 479 views
            • 3 minute read

            Apache Kafka in Manufacturing and Industry 4.0

            • Apache Kafka
            • Automation Industry
            • Automotive
            • IIoT
            • Industrial IoT
            • Industry 4.0
            • Internet of Things
            • Manufacturing
            • ByKai WaehnerKai Waehner
            • 17. September 2020
            The Fourth Industrial Revolution (also known as Industry 4.0) is the ongoing automation of traditional manufacturing and industrial…
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            Apache Kafka for Large Messages like Audio Video Image Files
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            • 976 views
            • 15 minute read

            Handling Large Messages with Apache Kafka (CSV, XML, Image, Video, Audio, Files)

            • Apache Kafka
            • Audio
            • Big Data
            • Large Messages
            • Machine Vision
            • Video
            • ByKai WaehnerKai Waehner
            • 7. August 2020
            Kafka was not built for large messages. Period. Nevertheless, more and more projects send and process 1Mb, 10Mb,…
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            Kafka in the Gaming Industry - Games Betting Gambling Video Streaming
            Read More
            • 424 views
            • 11 minute read

            Apache Kafka in Gaming (Games Industry, Bookmaker, Betting, Gambling, Video Streaming)

            • Apache Kafka
            • Architecture
            • Betting
            • Bookmaker
            • Gambling
            • Games
            • Gaming
            • Use Cases
            • Video Streaming
            • ByKai WaehnerKai Waehner
            • 16. July 2020
            This blog post explores how event streaming with Apache Kafka provides a scalable, reliable, and efficient infrastructure to…
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            • 654 views
            • 9 minute read

            Apache Kafka and Event Streaming in Pharma and Life Sciences

            • Apache Kafka
            • Life Science
            • Machine Learning
            • Pharma
            • Stream Processing
            • ByKai WaehnerKai Waehner
            • 19. May 2020
            This blog post covers use cases and architectures for Apache Kafka and Event Streaming in Pharma and Life…
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            Apache Kafka as Data Historian in Industrial IoT and Industry 4.0
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            • 1.1K views
            • 15 minute read

            Apache Kafka as Data Historian – an IIoT / Industry 4.0 Real Time Data Lake

            • Apache Kafka
            • Architecture
            • Data Historian
            • IIoT
            • Internet of Things
            • MQTT
            • PLC4X
            • ByKai WaehnerKai Waehner
            • 21. April 2020
            ‘Data Historian‘ is a well-known concept in Industrial IoT (IIoT). It helps to ensure and improve the Overall…
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            Apache Kafka in Banking and Finance Industry
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            • 1.9K views
            • 8 minute read

            Apache Kafka and Machine Learning in Banking and Finance Industry

            • Analytics
            • Apache Kafka
            • Banking
            • Finance Industry
            • Machine Learning
            • ByKai WaehnerKai Waehner
            • 15. April 2020
            The combination of Apache Kafka and Machine Learning / Deep Learning are the new black in Banking and…
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            2
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            Kafka as Event Streaming Platform for a Digital Twin and Digital Thread
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            • 1.6K views
            • 8 minute read

            IoT Architectures for Digital Twin with Apache Kafka

            • Apache Kafka
            • Architecture
            • IIoT
            • Integration
            • Internet of Things
            • Machine Learning
            • ByKai WaehnerKai Waehner
            • 25. March 2020
            A digital twin is a virtual representation of something else. This can be a physical thing, process or…
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            Technology Evangelist
            Kai Waehner
            Kai Waehner
            builds cloud-native event streaming infrastructures for real-time data processing and analytics
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            Featured Posts
            • Apache Kafka and PLC4X Architecture for IIoT Automation Industry 1
              Apache Kafka, KSQL and Apache PLC4X for IIoT Data Integration and Processing
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              Deep Learning Example: Apache Kafka + Python + Keras + TensorFlow + Deeplearning4j
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            Tag – Cloud
            Analytics Apache Apache Camel apache kafka AWS Big Data BusinessWorks Cloud Confluent Deep Learning docker EAI Edge Enterprise Application Integration Enterprise Service Bus ESB event streaming Hadoop Hybrid IBM IIoT Integration IoT J2EE Java Java Enterprise Edition JEE kafka Kafka Connect kafka streams KSQL Kubernetes machine learning microservices middleware open source Oracle Real Time SOA StreamBase Streaming Analytics Stream Processing talend tensorflow TIBCO
            MQTT and Kafka for Smart City and 5G Architectures
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            • 27 views
            • 5 minute read
            • 5G
            • Apache Kafka
            • Architecture
            • Connected Vehicles
            • Edge
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            • Smart City
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            Apache Kafka and MQTT (Part 5 of 5) – Smart City and 5G

            • ByKai WaehnerKai Waehner
            • 29. March 2021
            MQTT and Kafka for Mobility Services, Transportation and Cloud Native Microservices
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            • 54 views
            • 6 minute read
            • Apache Kafka
            • Cloud-Native
            • Connected Cars
            • Connected Vehicles
            • Integration
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            • Transportation
            • V2X

            Apache Kafka and MQTT (Part 4 of 5) – Mobility Services and Transportation

            • ByKai WaehnerKai Waehner
            • 25. March 2021
            MQTT and Kafka for Manufacturing and Industrial IoT
            Read More
            • 50 views
            • 4 minute read
            • 5G
            • Apache Kafka
            • Data Historian
            • Edge
            • Industrial IoT
            • Industry 4.0
            • Manufacturing
            • MQTT
            • Sparkplug

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

            • ByKai WaehnerKai Waehner
            • 22. March 2021
            Read More
            • 78 views
            • 6 minute read
            • 5G
            • Automotive
            • Connected Cars
            • Connected Vehicles
            • Edge
            • Internet of Things
            • MQTT
            • Sparkplug
            • V2X

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

            • ByKai WaehnerKai Waehner
            • 19. March 2021
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