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Tag Archives: Apache Kafka

Stream Big Data with Apache Kafka Integration

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Apache Kafka is being increasingly integrated into a variety of systems and solutions, from filtering and processing large amounts of data real-time, to logging and creating metric data into a centralized handler from different sources. Using CData Sync, such solutions can easily be applied to any CRM, ERP or Analytics software. Configuring Apache Kafka Destination for CData Sync Setting up the ...

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Service Mesh and Cloud-Native Microservices with Apache Kafka, Kubernetes and Envoy, Istio, Linkerd

Microservice architectures are not free lunch! Microservices need to be decoupled, flexible, operationally transparent, data aware and elastic. Most material from last years only discusses point-to-point architectures with tightly coupled and non-scalable technologies like REST / HTTP. This blog post takes a look at cutting edge technologies like Apache Kafka, Kubernetes, Envoy, Linkerd and Istio to implement a cloud-native service ...

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Deep Learning Example: Apache Kafka & Python & Keras &TensorFlow & Deeplearning4j

I added a new example to my “Machine Learning + Kafka Streams Examples” Github project: “Python + Keras + TensorFlow + DeepLearning4j + Apache Kafka + Kafka Streams“. This blog post discusses the motivation and why this is a great combination of technologies for scalable, reliable Machine Learning infrastructures. For more details about building Machine Learning / Deep Learning infrastructures ...

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Apache Kafka & MQTT = End-to-End IoT Integration (Github Examples)

Kafka and MQTT are two complementary technologies. Together they allows to build IoT end-to-end integration from the edge to the data center. No matter if on premise or in the public cloud. I talk about this topic at Kafka Summit SF in San Francisco in October 2018: “Processing IoT Data from End to End with MQTT and Apache Kafka“. As ...

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Spring Apache Kafka Tutorial

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In this Spring Apache Kafka lesson, we will learn how we can get started with Apache Kafka in a Spring Boot project and start producing and consuming messages on the topic of our choice. Apart from a simple project, we will deep dive into Kafka terminologies and how the concept of partitioning works in Kafka. Let’s get started. 1. Introduction With ...

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Using Apache Kafka for Asynchronous Communication in Microservices

While microservice architecture might not be a silver bullet for all systems, it definitely has its advantages, especially when building a complex system with a lot of different components. Of course, if you’re considering microservices, you have to give serious thought to how the different services will communicate. In this post, we’ll look at how to set up an Apache ...

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Machine Learning Trends of 2018 combined with the Apache Kafka Ecosystem

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At OOP 2018 conference in Munich, I presented an updated version of my talk about building scalable, mission-critical microservices with the Apache Kafka ecosystem and Deep Learning frameworks like TensorFlow, DeepLearning4J or H2O. I want to share the updated slide deck and discuss a few updates about newest trends, which I incorporated into the talk. The main story is the ...

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Introduction to Apache Kafka

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What is Apache Kafka? Apache Kafka is a distributed streaming system with publish and subscribe the stream of records. In another aspect it is an enterprise messaging system. It is highly fast, horizontally scalable and fault tolerant system. Kafka has four core APIs called, Producer API: This API allows the clients to connect to Kafka servers running in cluster and ...

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Apache Kafka Streams + Machine Learning (Spark, TensorFlow, H2O.ai)

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I started at Confluent in May 2017 to work as Technology Evangelist focusing on topics around the open source framework Apache Kafka. I think Machine Learning is one of the hottest buzzwords these days as it can add huge business value in any industry. Therefore, you will see various other posts from me around Apache Kafka (messaging), Kafka Connect (integration), ...

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