Which technology can automatically adjust compute capacity as demand for an application increases or decreases?
The technology that can automatically adjust compute capacity as demand for an application increases or decreases is known as autoscaling
The technology that can automatically adjust compute capacity as demand for an application increases or decreases is known as autoscaling. Autoscaling is a feature commonly found in cloud computing environments and it allows for dynamic allocation of computing resources based on the current workload.
Autoscaling is typically implemented using a combination of monitoring, threshold settings, and automated triggers. When a certain threshold, such as CPU utilization or response time, is crossed, the autoscaling system is triggered to allocate additional resources to handle the increased demand. Conversely, when the workload decreases, the autoscaling system releases the excess resources to optimize cost and efficiency.
The key advantage of autoscaling is its ability to automatically respond to changes in demand, ensuring optimal performance of the application while minimizing resource wastage during periods of low usage. This technology allows organizations to scale their infrastructure seamlessly and keep up with unexpected spikes in traffic or demand without manual intervention.
Cloud service providers often provide autoscaling features as part of their offerings, like Amazon Web Services (AWS) Auto Scaling, Google Cloud’s Autoscaler, or Microsoft Azure Autoscale. These autoscaling tools provide enterprise-grade scalability and flexibility, allowing businesses to meet variable and unpredictable workload requirements.
Overall, autoscaling technology is a powerful solution for dynamically adjusting compute capacity in response to fluctuating application demand, ensuring efficient resource utilization, and maintaining high availability and performance.
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