Kai Waehner
Global Field CTO | Author | International Speaker | Follow me with Data in Motion
Metropolregion München
34.973 Follower:innen
500+ Kontakte
Info
Global Field CTO at Confluent working with customers, partners, and analysts across the world (AMER, EMEA, APAC). Writing articles and speaking at worldwide conferences / in podcasts about modern enterprise architectures and innovative open-source and cloud technologies. References: www.kai-waehner.de (including a free book: kai-waehner.de/ebook)
Follow me to learn about modernizing data architectures to build innovative use cases across industries. I talk and write about data streaming, business solutions, modern open-source and cloud technologies, hybrid integration scenarios, and big data analytics powered by AI/Machine Learning. Follow my blog for new publications: kai-waehner.de/newsletter
Some examples:
- Use Cases for Real-Time Data Streaming across Verticals: https://www.kai-waehner.de/blog/2020/10/20/apache-kafka-event-streaming-use-cases-architectures-examples-real-world-across-industries/
- Serverless Event Streaming in a Cloud-native Data Lake Architecture: https://www.kai-waehner.de/blog/2021/06/25/serverless-kafka-data-lake-cloud-native-hybrid-lake-house-architecture/
- Modern Integration Middleware - Apache Kafka vs. MQ, ESB, ETL, iPaaS: https://www.kai-waehner.de/blog/2019/03/07/apache-kafka-middleware-mq-etl-esb-comparison/
- Edge- and Hybrid Cloud IoT Use Cases: https://www.kai-waehner.de/blog/2020/10/14/use-cases-architectures-apache-kafka-edge-computing-industrial-iot-retail-store-cell-tower-train-factory/
- Real-Time Cybersecurity for the Cloud and Air-Gapped Zero Trust Environments: https://www.kai-waehner.de/blog/2021/07/02/kafka-cybersecurity-siem-soar-part-1-of-6-data-in-motion-as-backbone/
- Big Data Analytics and Machine Learning in Real-time: https://www.kai-waehner.de/blog/2020/10/27/streaming-machine-learning-kafka-native-model-server-deployment-rpc-embedded-streams/
Artikel von Kai Waehner
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Why I Move (Back) to Open Source for Messaging, Integration and Stream Processing
Why I Move (Back) to Open Source for Messaging, Integration and Stream Processing
Von Kai Waehner
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Comparison of Streaming Analytics Frameworks
Comparison of Streaming Analytics Frameworks
Von Kai Waehner
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Project Flogo - Open Source IoT Integration
Project Flogo - Open Source IoT Integration
Von Kai Waehner
Aktivitäten
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🏢 IoT Analytics with Kafka for Smart Buildings & Real Estate 🚀 Real estate and smart buildings generate massive opportunities for cost savings…
🏢 IoT Analytics with Kafka for Smart Buildings & Real Estate 🚀 Real estate and smart buildings generate massive opportunities for cost savings…
Geteilt von Kai Waehner
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Cathay: From Premium Airline to Integrated Travel Ecosystem with Data Streaming Cathay Pacific has rebranded as Cathay, expanding beyond flights to…
Cathay: From Premium Airline to Integrated Travel Ecosystem with Data Streaming Cathay Pacific has rebranded as Cathay, expanding beyond flights to…
Geteilt von Kai Waehner
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What is Microsoft Fabric for Azure Cloud (Beyond the Buzz) and how it Competes with Snowflake and Databricks? If you ask your favorite LLM…
What is Microsoft Fabric for Azure Cloud (Beyond the Buzz) and how it Competes with Snowflake and Databricks? If you ask your favorite LLM…
Geteilt von Kai Waehner
Berufserfahrung
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Confluent
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TIBCO Software Inc.
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IT Consultant
MaibornWolff et al GmbH
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Junior IT Consultant
essendi it GmbH
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Working Student
Client Vela GmbH
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Ausbildung
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University of Bamberg
Diploma Commercial Information Technology, Business Studies
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Ehrenbürg-Gymnasium-Forchheim
Higher School Certificate Science-oriented
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Kenntnisse und Fähigkeiten
Veröffentlichungen
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Apache Kafka vs. Enterprise Service Bus (ESB)—Friends, Enemies, or Frenemies?
Confluent Blog
This blog post shows why so many enterprises leverage the open source ecosystem of Apache Kafka for successful integration of different legacy and modern applications, and how this differs but also complements existing integration solutions like ESB or ETL tools.
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How to Avoid the Anti-Pattern in Analytics: Three Keys for Machine Learning
RTInsights
When a different analytic model is used in training versus deployment, results can be disastrous. Here’s how to avoid the anti-pattern.
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Using Visual Analytics for Better Decisions: an Online Guide
RTInsights
How visual analytics helps businesses make better decisions, and what to look for when evaluating different tools.
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How to Apply Machine Learning to Event Processing
RTInsights
How do you combine historical Big Data with machine learning for real-time analytics? An approach is outlined with different software vendors, business use cases, and best practices.
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Do Good Microservices Architectures Spell the Death of the Enterprise Service Bus?
Voxxed
These days, it seems like everybody is talking about microservices. You can read a lot about it in hundreds of articles and blog posts. This article is about the challenges, requirements and best practices for creating a good microservices architecture, and what role an Enterprise Service Bus (ESB) plays in this game.
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Real-Time Stream Processing as Game Changer in a Big Data World with Hadoop and Data Warehouse
InfoQ
The demand for stream processing is increasing a lot these days. The reason is that often processing big volumes of data is not enough. Data has to be processed fast, so that a firm can react to changing business conditions in real time. A “too late architecture” cannot realize these use cases. This article discusses what stream processing is, how it fits into a big data architecture with Hadoop and a data warehouse (DWH), when stream processing makes sense, and what technologies and products…
The demand for stream processing is increasing a lot these days. The reason is that often processing big volumes of data is not enough. Data has to be processed fast, so that a firm can react to changing business conditions in real time. A “too late architecture” cannot realize these use cases. This article discusses what stream processing is, how it fits into a big data architecture with Hadoop and a data warehouse (DWH), when stream processing makes sense, and what technologies and products you can choose from.
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Spoilt for Choice – How to choose the right Big Data / Hadoop Platform?
InfoQ
Big data becomes a relevant topic in many companies this year. Although there is no standard definition of the term „big data“, Hadoop is the de facto standard for processing big data. Almost all big software vendors such as IBM, Oracle, SAP, or even Microsoft use it. However, when you have decided to use Hadoop, the first question is how to start and which product to choose for your big data processes. Several alternatives exist for installing a version of Hadoop and realizing big data…
Big data becomes a relevant topic in many companies this year. Although there is no standard definition of the term „big data“, Hadoop is the de facto standard for processing big data. Almost all big software vendors such as IBM, Oracle, SAP, or even Microsoft use it. However, when you have decided to use Hadoop, the first question is how to start and which product to choose for your big data processes. Several alternatives exist for installing a version of Hadoop and realizing big data processes. This article discusses different alternatives and recommends when to use which one.
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Choosing the Right ESB for Your Integration Needs
InfoQ
Different applications within companies and between different companies need to communicate with each other. The Enterprise Service Bus (ESB) has been established as a tool to support application integration. But what is an ESB? When is it better to use an integration suite? And which product is best suited for the next project? This article explains why there is no silver bullet and why an ESB can also be the wrong choice. Selecting the right product is essential for project success.
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Free integration frameworks on the Java platform
The H Developer
In addition to the increased data traffic between and within companies and organisations, the number of applications to be integrated has also been rising steadily. Despite the multitude of technologies, protocols and data formats, the integration of these applications should ideally allow standardised modelling, efficient implementation and automated testing. Spring Integration, Mule and Apache Camel are three open source integration frameworks that provide this functionality in the Java world.
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Lessons Learned: Best Practices for a Successful Introduction of Business Process Management (BPM)
Service Technology Magazine
Business Process Management (BPM) is complex, expensive, and often fails! If you agree (in the year of 2012+), then you should read the following rules to do BPM correctly in your next project.
Weitere Aktivitäten von Kai Waehner
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#ApacheKafka: The Real-Time Data Fabric for #GenerativeAI 🚀🤖 #GenAI is transforming industries, but without real-time, high-quality data, even the…
#ApacheKafka: The Real-Time Data Fabric for #GenerativeAI 🚀🤖 #GenAI is transforming industries, but without real-time, high-quality data, even the…
Geteilt von Kai Waehner
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At Confluent’s Investor Day in San Francisco yesterday, we shared how we are continuing to shape the future of data streaming. We also announced my…
At Confluent’s Investor Day in San Francisco yesterday, we shared how we are continuing to shape the future of data streaming. We also announced my…
Beliebt bei Kai Waehner
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MWC 2025: How #DataStreaming is Shaping the Future of #Telecom 🚀 At #MWC25, the message is clear—telcos must innovate to stay competitive. McKinsey…
MWC 2025: How #DataStreaming is Shaping the Future of #Telecom 🚀 At #MWC25, the message is clear—telcos must innovate to stay competitive. McKinsey…
Geteilt von Kai Waehner
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Confluent (NASDAQ: CFLT) has teamed up with sccc by stc as part of the Confluent OEM Program, making real-time data streaming more accessible across…
Confluent (NASDAQ: CFLT) has teamed up with sccc by stc as part of the Confluent OEM Program, making real-time data streaming more accessible across…
Beliebt bei Kai Waehner
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❄️ The Data Streaming Landscape 2025 ❄️ I thought I’d need to do an update soon—as everyone is waiting for the Snowflake acquisition of Redpanda (or…
❄️ The Data Streaming Landscape 2025 ❄️ I thought I’d need to do an update soon—as everyone is waiting for the Snowflake acquisition of Redpanda (or…
Geteilt von Kai Waehner
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The past 3.5 years at Confluent has been an incredible honor. Being part of a great team and culture dedicated to helping customers leverage…
The past 3.5 years at Confluent has been an incredible honor. Being part of a great team and culture dedicated to helping customers leverage…
Beliebt bei Kai Waehner
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Want to bring real-time data to your AI models and applications? Find out how with Kai: https://cnfl.io/4kqU942 ⭐️ Kai Waehner
Want to bring real-time data to your AI models and applications? Find out how with Kai: https://cnfl.io/4kqU942 ⭐️ Kai Waehner
Beliebt bei Kai Waehner
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🚀 New Blog Post: Data Streaming as the Technical Foundation for a B2B Marketplace 🔥 A B2B data marketplace enables businesses to exchange…
🚀 New Blog Post: Data Streaming as the Technical Foundation for a B2B Marketplace 🔥 A B2B data marketplace enables businesses to exchange…
Geteilt von Kai Waehner
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🚀 Real-World Fraud Detection with Apache Kafka, KSQL, and Flink Fraud is evolving—so must fraud detection. In a digital-first world, industries…
🚀 Real-World Fraud Detection with Apache Kafka, KSQL, and Flink Fraud is evolving—so must fraud detection. In a digital-first world, industries…
Geteilt von Kai Waehner
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🚀 Open Standards for Data Lineage: OpenLineage for Batch AND Streaming One of the biggest challenges for organizations today is…
🚀 Open Standards for Data Lineage: OpenLineage for Batch AND Streaming One of the biggest challenges for organizations today is…
Geteilt von Kai Waehner
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5 Years with Mashreq – A Journey of Growth and Gratitude 🎉 Today marks an incredible milestone – 5 years with Mashreq, and what an amazing journey…
5 Years with Mashreq – A Journey of Growth and Gratitude 🎉 Today marks an incredible milestone – 5 years with Mashreq, and what an amazing journey…
Beliebt bei Kai Waehner