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...

Callable vs Runnable

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Callable interface

public interface Callable<V>, where V is the return type of the method call. This interface has a single method 'call', which needs to be defined by all the classes which implement this interface. This method takes no arguments and returns a result of type V. This method can throw checked exceptions as well.

Runnable interface

public interface Runnable - this interface is implemented by those classes whose instances are supposed to be executed in a different thread. This interface has only one method 'run', which takes no arguments and obviously all the classes implementing this interface need to define this method.
This interface is implemented by the Thread class as well and it's a common protocol for all the objects who wish to execute in a different thread. It's one of the ways of creating threads in Java. The other way to create a thread is by sub-classing theThread class. A class implementing Runnable interface can simply pass itself to create a Thread instance and can run thereafter. This eliminates the need of sub-classing the Thread class for the purpose of executing the code in a separate thread.

As long as we don't wish to override other methods of the Thread class, it may be a better idea to implement the Runnable interface to enable multithreading capabilities to a class than enabling the same by extending the Thread class.

Callable vs Runnable

Though both the interfaces are implemented by the classes who wish to execute in a different thread of execution, but there are few differences between the two interface which are:-

  • A Callable<V> instance returns a result of type V, whereas a Runnableinstance doesn't

  • A Callable<V> instance may throw checked exceptions, whereas aRunnable instance can't


The designers of Java felt a need of extending the capabilities of the Runnableinterface, but they didn't want to affect the uses of the Runnable interface and probably that was the reason why they went for having a separate interface namedCallable in Java 1.5 than changing the already existing Runnable interface which has been a part of Java since Java 1.0.

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