Computational efficiency is a fundamental concept in computer science and applied mathematics concerned with the optimal utilization of computational resources, predominantly time and memory, by algorithms and systems. It investigates the performance characteristics of methods for solving problems relative to the scale of input, employing analytical techniques such as algorithmic complexity analysis to quantify resource consumption and serving as a critical criterion for designing scalable, performant, and resource-conscious computational solutions.