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How Skroutz handles real-time schema evolution in Amazon Redshift with Debezium

How Skroutz handles real-time schema evolution in Amazon Redshift with Debezium

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June 24, 2025

As real-time data integration and change data capture (CDC) become increasingly important in modern applications, the need for effective solutions that can handle high volumes of data at scale is crucial. MongoDB CDC offers a range of options for capturing changes to your data, including Kafka, Debezium, Change Streams, and Rockset. In this article, we’ll explore when to use each of these options. Kafka is a popular distributed streaming platform used for building real-time data pipelines and integrating with various systems. When it comes to CDC in MongoDB, Kafka can be used as a scalable and fault-tolerant messaging system that captures changes from your MongoDB instance and makes them available for consumption by other applications. Debezium is a popular open-source CDC tool designed specifically for capturing changes from relational databases and NoSQL stores like MongoDB. It offers a robust and flexible solution for integrating with various systems, including Kafka, AWS Kinesis, and Google Cloud Pub/Sub. Change Streams is a feature in MongoDB that enables real-time change notifications to applications. This feature provides an efficient way to capture changes to your data without the need for external tools or services.

As real-time data integration and change data capture (CDC) become increasingly important in modern applications, the need for effective solutions that can handle high volumes of data at scale is crucial. MongoDB CDC offers a range of options for capturing changes to your data, including Kafka, Debezium, Change Streams, and Rockset. In this article, we’ll explore when to use each of these options. Kafka is a popular distributed streaming platform used for building real-time data pipelines and integrating with various systems. When it comes to CDC in MongoDB, Kafka can be used as a scalable and fault-tolerant messaging system that captures changes from your MongoDB instance and makes them available for consumption by other applications. Debezium is a popular open-source CDC tool designed specifically for capturing changes from relational databases and NoSQL stores like MongoDB. It offers a robust and flexible solution for integrating with various systems, including Kafka, AWS Kinesis, and Google Cloud Pub/Sub. Change Streams is a feature in MongoDB that enables real-time change notifications to applications. This feature provides an efficient way to capture changes to your data without the need for external tools or services.

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December 8, 2024