Browsing Tag

kafka

223 posts
Modernization of OT IT and SCADA with Data Streaming
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  • 12.9K views
  • 4 minute read

Modernizing SCADA Systems and OT/IT Integration with Data Streaming

SCADA control systems are a vital component of IT/OT modernization. The old IT/OT infrastructure and SCADA system are monolithic, proprietary, not scalable, and miss open APIs based on standard interfaces. This post explains the modernization of such a system based on the real-life use case of 50Hertz, a transmission system operator for electricity in Germany. A lightboard video is included.
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The State of Data Streaming for Energy and Utilities in 2023
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  • 7.0K views
  • 8 minute read

The State of Data Streaming for Energy & Utilities

The evolution of utility infrastructure, energy distribution, customer services, and new business models requires real-time end-to-end visibility, reliable and intuitive B2B and B2C communication, and integration with pioneering technologies like 5G for low latency or augmented reality for innovation. I look at trends in the utilities sector to explore how data streaming helps as a business enabler, including customer stories from SunPower, 50hertz, Powerledger, and more. A complete slide deck and on-demand video recording are included.
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Data Streaming with Apache Kafka as Data Fabric for GenAI
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  • 11.9K views
  • 12 minute read

Apache Kafka as Mission Critical Data Fabric for GenAI

Apache Kafka serves thousands of enterprises as the mission-critical and scalable real-time data fabric for machine learning infrastructures. The evolution of Generative AI (GenAI) with large language models (LLM) like ChatGPT changed how people think about intelligent software and automation. This blog post explains the relation between data streaming and GenAI and shows the enormous opportunities and some early adopters of GenAI beyond the buzz.
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The State of Data Streaming for Digital Natives in 2023
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  • 5.0K views
  • 8 minute read

The State of Data Streaming for Digital Natives in 2023

This blog post explores the state of data streaming in 2023 for digital natives born in the cloud. Data streaming allows integrating and correlating data in real-time at any scale to improve the most innovative applications leveraging Apache Kafka. I explore how data streaming helps as a business enabler, including customer stories from New Relic, Wix, Expedia, Apna, Grab, and more. A complete slide deck and on-demand video recording are included.
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The State of Data Streaming for Telco in 2023
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  • 7.8K views
  • 7 minute read

The State of Data Streaming for Telco

This blog post explores the state of data streaming for the telco industry. The evolution of telco infrastructure, customer services, and new business models requires real-time end-to-end visibility, fancy mobile apps, and integration with pioneering technologies like 5G for low latency or augmented reality for innovation. Learn about customer stories from Dish Network, British Telecom, Globe Telecom, Swisscom, and more. A complete slide deck and on-demand video recording are included.
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Python Kafka Quix Streams and Flink for Open Source Stream Processing
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  • 12.3K views
  • 12 minute read

Quix Streams – Stream Processing with Kafka and Python

Over 100,000 organizations use Apache Kafka for data streaming. However, there is a problem: The broad ecosystem lacks a mature client framework and managed cloud service for Python data engineers. Quix Streams is a new technology on the market trying to close this gap. This blog post discusses this Python library, its place in the Kafka ecosystem, and when to use it instead of Apache Flink or other Python- or SQL-based substitutes.
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Business Process Automation and BPM Workflow Engine and Orchestration with Apache Kafka
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  • 25.7K views
  • 15 minute read

Apache Kafka as Workflow and Orchestration Engine

Business process automation with a workflow engine or BPM suite has existed for decades. However, using the data streaming platform Apache Kafka as the backbone of a workflow engine provides better scalability, higher availability, and simplified architecture. This blog post explores case studies across industries to show how enterprises like Salesforce or Swisscom implement stateful workflow automation and orchestration with Kafka.
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The State of Data Streaming for Retail in 2023
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  • 9.9K views
  • 8 minute read

The State of Data Streaming for Retail

This blog post explores the state of data streaming for the retail industry with omnichannel customer experiences, hybrid shopping models, and hyper-personalized recommendations. Data streaming allows integrating and correlating data in real time at any scale. I explore customer stories from Walmart, Albertsons, Otto, AO.com, and more, including a slide deck and on-demand video recording.
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The State of Data Streaming for Financial Services in 2023
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  • 11.2K views
  • 9 minute read

The State of Data Streaming for Financial Services

This blog post explores the state of data streaming for financial services. The evolution of capital markets, retail banking and payments requires easy information sharing and open architecture. Data streaming allows integrating and correlating data in real-time at any scale. The foci are trending enterprise architectures for data streaming and customer stories. A complete slide deck and on-demand video recording are included.
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JMS Message Broker vs Apache Kafka Data Streaming
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  • 16.2K views
  • 6 minute read

Message Broker and Apache Kafka: Trade-Offs, Integration, Migration

A Message broker has very different characteristics and use cases than a data streaming platform like Apache Kafka. Data integration, processing, governance, and security must be reliable and scalable across the business process. This blog post explores the capabilities of message brokers, the relation to the JMS standard, trade-offs compared to data streaming with Apache Kafka, and typical integration and migration scenarios.
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