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Apache Kafka Articles Data Engineering Data Pipeline Data Pipelines Microservice Architecture Microservices

Implementing MongoDB to Elastic Search 7.X Data Pipeline

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In this article, we will see how to implement a data pipeline from an application to Mongo DB database and from there into an Elastic Search keeping the same document ID using Kafka Connect in a Microservice Architecture. In recent days and years, all the microservices architectures are asynchronous in

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Enriching a Kafka Connect to replace traditional batches and codes

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Kafka Connect is a technology for linking Kafka with other services. One of the main challenges of an IT architecture is the batch process and a bunch of codes that transport or align data from one to another application. A small failure can cause ultimate data and business losses with

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Real-time processing and aggregation of Call Detail Records (CDRs) using Kafka and Flink

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With the exponential growth in data, the biggest problem plaguing the telecom industry is how to process and aggregate huge volumes of call detail records (CDRs). Telcos are takingĀ  fresh approaches to get the real-time value of streaming data. They are shifting from heavy batch processing systems to faster, scalable

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Kibana: Data visualization made easier

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Kibana makes data analytics easy. It is one of the elites in providing visualization solutions for enterprises for data sets including runtime data, server logs, market statistics, geo-spatial data mappings, density graphs. It works with Elasticsearch and supports machine learning. The tool can unravel secrets such as trends/patterns from the

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Failure detection and alert from real-time data flow using Kafka and KSQL

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Apache Kafka ecosystem is relevant to detect anomalies (failure detection) in the huge volume of data sets. These data sets can come from various industries including IoT, banking or insurance. In this article, we present a use case on how to use the cloud-native ecosystem with Kafka, MQTT, Kafka Connect,

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Real-Time Data Streaming, Kafka and Analytics, Part 2: Going Beyond Pure Streaming

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Data transaction streaming is managed through many platforms, with one of the most common being Apache Kafka. In our first article in this data streaming series, we delved into the definition of data transaction and streaming and why it is critical to manage information in real-time for the most accurate