Description: Scalability metrics are measures that indicate a distributed system’s ability to adapt to changes in demand, either by increasing or decreasing its resources. These metrics are fundamental for assessing the performance and efficiency of systems operating in distributed environments, where multiple nodes work together to process data and run applications. Scalability can be vertical, involving adding more resources to a single node, or horizontal, which consists of adding more nodes to the system. Scalability metrics allow engineers and system architects to identify bottlenecks, optimize resource allocation, and ensure that the system can handle load spikes without compromising availability or performance. These metrics are particularly relevant in various technological contexts, as systems often require intensive processing and must be able to scale to handle large volumes of data and user requests. A system’s ability to scale efficiently is a key indicator of its robustness and long-term viability, making it a critical aspect in the design and implementation of modern technological solutions.
