While your website may not have the same workload performance requirements as databases, failing to meet website workload requirements could have severe consequences. This makes it vital to ensure your VM instance can deliver the performance you need.
As companies continue to analyze their data to provide better insight into their products, sales, customers, and more, the need for infrastructure that can handle the analysis grows. Running your big data and other data analysis workloads in the cloud is a great way to take advantage of the scaling and flexibility the cloud offers.
Natural language machine learning inference workloads underlie chatbots and other business applications. As these workloads analyze text typed by customers and other users, they can put heavy demands on compute resources. This makes it important to choose cloud instances that deliver high performance.