Guest Author Kubernetes has emerged as the de facto standard for container orchestration because it revolutionized the way applications are deployed and managed at scale. But sometimes, it is a good choice to run a GPU-intensive workload, tokenization, or LDAP/Active Directory applications on virtual machines (VMs) instead of containers for security, compatibility, or performance reasons. Virtual machines have long been the go-to technology for running diverse workloads, offering greater isolation, compatibility with legacy applications, and the ability to run operating systems of different…