Description: Monitoring frameworks are structures that provide a foundation for monitoring applications and systems, allowing developers and system administrators to gain visibility into the performance and health of their infrastructures. These frameworks integrate various tools and methodologies that facilitate the collection, analysis, and visualization of real-time data. Observability, in particular, has become essential due to the increasing complexity of modern architectures, which often include microservices, containers, and distributed environments. A good monitoring framework not only limits itself to metric collection but also enables event correlation, request tracing, and bottleneck identification. This is crucial for early problem detection and performance optimization. Additionally, these frameworks are often scalable and adaptable, meaning they can adjust to the changing needs of organizations as they grow and evolve. In a cloud environment, where resources can be dynamic and traffic can vary significantly, having a robust monitoring framework is essential to ensure the availability and efficiency of the services offered.
