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The article discusses the differences between three popular message queue systems: Apache Kafka, RabbitMQ, and ActiveMQ. It starts by explaining what a messaging queue system is and its applications in microservices architecture. The author thoroughly compares each system while highlighting their strengths and weaknesses. For instance, Kafka is designed to handle large volumes of events and is scalable, making it ideal for real-time data processing. On the other hand, RabbitMQ stands out for its ease of use and support for various messaging patterns. ActiveMQ offers strong support for JMS specification and Java integration. In conclusion, the article summarizes which system might be best depending on the specific application requirements, providing readers with a better understanding of their technology choices in projects. This practical approach to selecting the most suitable tool according to business needs is crucial for any organization. Overall, each system has unique features that might fit different use cases.