Operations | Monitoring | ITSM | DevOps | Cloud

Budgets in IT departments are tight these days, so proving a return on investment is essential for justifying or expanding a project. The good news is that automation saves money by reducing the amount of human effort required. It is similar to investing in a robot vacuum cleaner. Despite the upfront cost, you save time (and money) by not having humans do the vacuuming. Reporting the value delivered by an automation program can be challenging since the value depends heavily on what is being automated.

Since the very first version, Epinio has made use of an internal S3 endpoint to store the user’s projects in the form of aggregated tarballs. Those objects are then downloaded and staged by the internal engine’s pipeline and, finally, they are deployed into the Kubernetes cluster as consumable applications. Epinio makes use of S3 as an internal private service. In this scenario, S3 can be thought of as an internal ephemeral cache with the purpose of storing temporary objects.

Virtual machines (VMs) have been around for quite some time now and have become a cornerstone of modern-day IT infrastructure. They provide a convenient way to run multiple operating systems on a single physical machine, allowing users to consolidate their hardware and save costs. However, as VM technology has evolved, newer versions of VMs have been introduced, such as generation 1 and generation 2 VMs.