Description: Real-time scaling refers to the ability to dynamically adjust computing resources based on current demand. This technique is fundamental in cloud environments, where workloads can vary drastically in short periods. Real-time scaling allows organizations to optimize resource usage, ensuring that there is always enough capacity to handle traffic spikes without incurring unnecessary costs during low-demand periods. Key features of this technique include automation of the scaling process, continuous performance monitoring, and rapid response capability to changes in workload. This not only improves operational efficiency but also contributes to a better user experience, as applications can remain available and fast even under high-demand conditions. In a world where agility and efficiency are crucial, real-time scaling has become an essential tool for organizations across various industries looking to stay competitive and adapt to market fluctuations.