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
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      • Kafka Streams
      • Machine Learning
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            • Kafka Connect
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              • Apache Kafka
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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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            • 294 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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            • 221 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
            • 445 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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            • 294 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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            • 766 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
            • 338 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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            • 545 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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            • 961 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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            • 1.8K 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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            Kafka as Event Streaming Platform for a Digital Twin and Digital Thread
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            • 1.3K 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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            End-to-End Integration

            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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              Apache Kafka vs. Middleware (MQ, ETL, ESB) – Slides + Video
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              Deep Learning Example: Apache Kafka + Python + Keras + TensorFlow + Deeplearning4j
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            Tag – Cloud
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            Innovation in Financial Services and Open Banking with Apache Kafka
            Read More
            • 53 views
            • 5 minute read
            • Apache Kafka
            • API
            • Architecture
            • Banking
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            • Open Banking

            Apache Kafka in the Financial Services Industry

            • ByKai WaehnerKai Waehner
            • 18. January 2021
            Smart Grid Energy Production and Distribution with Apache Kafka
            Read More
            • 121 views
            • 8 minute read
            • 5G
            • Apache Kafka
            • Cybersecurity
            • Energy
            • Internet of Things
            • OSIsoft PI
            • Smart Grid

            Apache Kafka for Smart Grid, Utilities and Energy Production

            • ByKai WaehnerKai Waehner
            • 14. January 2021
            Read More
            • 66 views
            • 6 minute read
            • 5G
            • Apache Kafka
            • Automation Industry
            • Edge
            • Event Streaming
            • Industrial IoT
            • Industry 4.0
            • Manufacturing
            • Supply Chain
            • Telco
            • Telecom

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

            • ByKai WaehnerKai Waehner
            • 12. January 2021
            Real-Time Locating : Tracking System (RTLS) with Apache Kafka and Event Streaming
            Read More
            • 135 views
            • 8 minute read
            • Apache Kafka
            • Asset Tracking
            • Logistics
            • Manufacturing
            • RTLS
            • Transportation

            Real Time Locating System (RTLS) with Apache Kafka for Transportation and Logistics

            • ByKai WaehnerKai Waehner
            • 7. January 2021
            Kai Waehner
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