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
      • Open Source
      • Python
      • Social Network
      • TensorFlow
        • Apache Mesos
        • Cloud-Native
        • Docker
        • Kubernetes
        • Open Source
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        • Service Mesh
          • Big Data
          • IIoT
          • MQTT
          • Open Source
          • PLC4X
            • Apache Kafka
            • API Management
            • Application Server
            • Blockchain
            • BPM
            • EAI
            • ESB
            • IT Certifications
            • IT Conferences
            • Java / JEE
            • Kafka Connect
            • Messaging
            • Microservices
            • Middleware
            • Open Source
            • Persistence
            • Service Mesh
            • SOA
            • Social Network
            • Web Framework
              • Apache Kafka
              • Big Data
              • Confluent
              • Kafka Connect
              • Kafka Streams
              • KSQL
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            • About ME
            • Stay in Contact
            Technology Evangelist
            Kai Waehner
            Kai Waehner
            bridging the gap between technical innovation and business value for real-time data streaming, processing and analytics

            Browsing Tag

            Spotfire

            6 posts

            Visual Analytics + Open Source Deep Learning Frameworks

            • Analytics
            • Big Data
            • Cloud
            • Hadoop
            • Machine Learning
            • ByKai Waehner
            • 24. April 2017
            Deep Learning gets more and more traction. It basically focuses on one section of Machine Learning: Artificial Neural…
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            Machine Learning Applied to Microservices

            • Analytics
            • Big Data
            • Business Intelligence
            • Cloud
            • Docker
            • Hadoop
            • Microservices
            • Middleware
            • ByKai Waehner
            • 20. October 2016
            Build intelligent Microservices by applying Machine Learning and Advanced Analytics. Leverage Apache Hadoop / Spark with Visual Analytics and Stream Processing.
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            Characteristics of a Good Visual Analytics and Data Discovery Tool

            • Analytics
            • Big Data
            • Business Intelligence
            • Hadoop
            • ByKai Waehner
            • 28. July 2016
            Several tools are available on the market for Visual Analytics and Data Discovery. Three of the most well known options are Tableau, Qlik and TIBCO Spotfire. This post shows important characteristics to compare and evaluate these tools.
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            Streaming Analytics with Analytic Models (R, Spark MLlib, H20, PMML)

            • Analytics
            • Big Data
            • Business Intelligence
            • Hadoop
            • In Memory
            • NoSQL
            • ByKai Waehner
            • 3. March 2016
            Closed Big Data Loop: 1) Finding Insights with R, H20, Apache Spark MLlib, PMML and TIBCO Spotfire. 2) Putting Analytic Models into Action via Event Processing and Streaming Analytics.
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            Intelligent BPM Suite (iBPMS): Implementation of a CRM Use Case

            • Analytics
            • Big Data
            • BPM
            • Business Intelligence
            • Cloud
            • ESB
            • In Memory
            • Social Network
            • ByKai Waehner
            • 3. December 2014
            An intelligent business process (iBPM, iBPMS) combines big data, analytics and business process management (BPM) – including case management! This post implements a use case using big data / fast data analytics with TIBCO ActiveMatrix BPM, BusinessWorks, StreamBase, Spotfire and Tibbr.
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            “Hadoop and Data Warehouse (DWH) – Friends, Enemies or Profiteers? What about Real Time?” – Slides (including TIBCO Examples) from JAX 2014 Online

            • Analytics
            • Big Data
            • Business Intelligence
            • Cloud
            • ESB
            • Hadoop
            • ByKai Waehner
            • 13. May 2014
            Slides from my talk “Hadoop and Data Warehouse (DWH) – Friends, Enemies or Profiteers? What about Real Time?”…
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            Global Executive Technology Strategist
            Kai Waehner
            Real-Time Data Streaming & AI Innovation for Industry Leaders
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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
            • 2
              Apache Kafka vs. Middleware (MQ, ETL, ESB) – Slides + Video
            • 3
              Deep Learning Example: Apache Kafka + Python + Keras + TensorFlow + Deeplearning4j
            Categories
            Tag – Cloud
            AI Analytics Apache Apache Camel apache kafka AWS Azure Big Data Cloud Cloud-Native Confluent Data Streaming Deep Learning EAI Edge Enterprise Application Integration ESB event streaming flink GCP Hadoop Hybrid IBM IIoT Integration IoT J2EE Java JEE kafka Kafka Connect kafka streams KSQL Kubernetes machine learning microservices middleware open source Oracle Real Time SaaS Spark Streaming Analytics Stream Processing TIBCO
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            • 535 views
            • 16 minute read
            • Aiven
            • Amazon MSK
            • Apache Kafka
            • Azure Event Hubs
            • Cloudera
            • Confluent
            • Data Streaming
            • Databricks
            • WarpStream

            The Data Streaming Landscape 2026

            • ByKai Waehner
            • 5. December 2025
            Life as a Lufthansa HON Circle Frequent Flyer Status or Swiss Austrian Member
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            • 856 views
            • 40 minute read
            • Airlines
            • Hon Circle
            • Lufthansa

            Life as a Lufthansa HON Circle Member: Inside the Ultimate Frequent Flyer Status

            • ByKai Waehner
            • 2. December 2025
            Automotive Innovation with Data Streaming using Apache Kafka Flink Confluent at CARIAD Volkswagen Group VW
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            • 1.6K views
            • 6 minute read
            • AI
            • Apache Flink
            • Apache Kafka
            • Artificial Intelligence
            • Automotive
            • Cloud
            • Connected Cars
            • Connected Vehicles
            • Data Streaming
            • Databricks
            • MQTT

            CARIAD’s Unified Data Platform: A Data Streaming Automotive Success Story Behind Volkswagen’s Software-Defined Vehicles

            • ByKai Waehner
            • 24. November 2025
            Data Streaming Meets Data Lake and Lakehouse with Apache Iceberg and Delta Lake
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            • 1.7K views
            • 5 minute read
            • Allgemein
            • Apache Flink
            • Apache Iceberg
            • Apache Kafka
            • Data Lake
            • Data Streaming
            • Lakehouse
            • Shift Left Architecture

            Data Streaming Meets Lakehouse: Apache Iceberg for Unified Real-Time and Batch Analytics

            • ByKai Waehner
            • 19. November 2025
            Kai Waehner
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