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Observability Done Right: Best Practices and Anti-Patterns for Effective System Monitoring

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  WHAT Observability is a concept that refers to the ability to gain insights into the behavior and performance of complex systems. In the context of software engineering, observability involves the collection, analysis, and visualization of data from software applications, infrastructure, and other components of a system. In the animal kingdom, observability plays a critical role in survival, allowing animals to monitor their surroundings, detect threats, and find food. Dolphins use echolocation to observe their surroundings. They emit high-frequency sounds that bounce off objects, allowing them to create a 3D map of their environment. Thanks for reading Knowledge Cafe! Subscribe for free to receive new posts and support my work. Subscribed WHY In today's era, architectures are becoming increasingly large, complex, and fast-paced due to the faster development and deployment of software by distributed teams with the help of DevOps, continuous delivery, and agile development methodo...

Semaphores - Java Concurrency

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Semaphores are an often misunderstood and under used tool for restricting access to resources. They are ignored for other ways of controlling access to resources. But semaphores give us a tool set that goes beyond what normal synchronization and other tools can give us. The simplest way to describe a semaphore is a mechanism to allows n units to be acquired to access particular resource. A semaphore is a synchronization object that controls access by multiple processes to a common resource in a parallel programming environment. Semaphores are widely used to control access to files and shared memory. Semaphore is a technique used to control access to common resource (like database connection,  file operation,  ports etc) for competing multiple processes. Semaphore maintains a counter which keeps track of the number of resources available. When a process requests access to resource, semaphore checks the variable count and if it is less than total count then grants access an...