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Reliable Data Exchange with the Outbox Pattern and Cloudera DiM

Cloudera

Writing to a database and sending messages to a message bus is not atomic, which means that if one of these operations fails, the state of the application can become inconsistent. When the service receives a request, it not only persists the new entity, but also a record representing the message that will be published to the event bus.

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The Good and the Bad of Apache Kafka Streaming Platform

Altexsoft

Kafka can continue the list of brand names that became generic terms for the entire type of technology. In this article, we’ll explain why businesses choose Kafka and what problems they face when using it. What is Kafka? How Apache Kafka streams relate to Franz Kafka’s books. What Kafka is used for.

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Bust the Burglars – Machine Learning with TensorFlow and Apache Kafka

Confluent

How cool would it be to build your own burglar alarm system that can alert you before the actual event takes place simply by using a few network-connected cameras and analyzing the camera images with Apache Kafka ® , Kafka Streams, and TensorFlow? I will show how to implement this use case in this blog post.

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Optimizing Kafka Streams Applications

Confluent

With the release of Apache Kafka ® 2.1.0, Kafka Streams introduced the processor topology optimization framework at the Kafka Streams DSL layer. In what follows, we provide some context around how a processor topology was generated inside Kafka Streams before 2.1, Kafka Streams topology generation 101.

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The Good and the Bad of Apache Airflow Pipeline Orchestration

Altexsoft

An example of the workflow in the form of a directed acyclic graph or DAG. DevOps tasks — for example, creating scheduled backups and restoring data from them. However, the platform is compatible with solutions supporting near real-time and real-time analytics — such as Apache Kafka or Apache Spark. Source: Apache Airflow.

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Kafka Connect – Source Connectors: A detailed guide to connecting to what you love.

OpenCredo

A project, where you spend a large amount of time trying to cobble together an understanding from every piece of code and tutorial to a feature complete version. If you already have a basic grounding in Kafka Connect/Connectors feel free to skip to “ Developing the Connector ”. Kafka Connect Summary.