Queuing Theory is a mathematical study of waiting lines or queues, which aims to predict queue lengths and waiting times, helping optimize service efficiency in various fields like telecommunications, traffic engineering, and operations research. It uses models to analyze the behavior of queues, providing insights into system performance and aiding in resource allocation and process improvement.