Showing posts with the label Data Consistency

Real-time Debezium Elasticsearch Sync: A CDC Guide

Dual-writing to a primary database and a search index frequently results in fractured data states and synchronization failures. If your application logic updates a MySQL record but the network blip…
Real-time Debezium Elasticsearch Sync: A CDC Guide

Strategies for Eventual Consistency in Apache Kafka

Building distributed systems with Apache Kafka often leads to a jarring realization: the data you just wrote to your primary database isn't immediately available in your search index or downstre…
Strategies for Eventual Consistency in Apache Kafka

Saga Pattern in Spring Boot: Distributed Transaction Guide

Microservices offer scalability and independent deployment, but they introduce a significant challenge: maintaining data consistency across multiple databases. In a monolithic application, you rely…
Saga Pattern in Spring Boot: Distributed Transaction Guide
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