 the data volumes just keep going up and up, and with the customers being able to move those into hybrid cloud environments and multi-cloud environments, they're able to very easily cope with that amount of change. CouchBase are really giving developers agility when working with their database. We've seen our customers' strategy evolve towards hybrid multi-cloud in that they are looking at how can they take existing infrastructure that maybe is kind of locked down and move it to an environment that is more flexible. You know, in the old days, you had to maybe work with a particular department to provision hardware and to get an environment going. And now with the advent of the Red Hat Marketplace with IBM, it's just easy for a development team to be able to try out new ideas very, very quickly. It's always the case with software that you're evolving it to that next level. And so as our customers are looking at what can they do to maybe scale or have agility from a development perspective with a particular application, we see an opportunity to work with them to move that to a new environment or to maybe develop in the new environment. CouchBase has chosen to prioritize Red Hat as a platform because our users are actually asking us for Red Hat OpenShift as part of their infrastructure deployments. We find that our users have trust in Red Hat. They're already using other parts of the Red Hat stack. And so they want to deploy CouchBase along with that to be able to make their developers more productive and to make their operations more productive when they go to deploy an application for their end users. So what excites me about the role multi-cloud and hybrid cloud play for enterprises today is that you are no longer necessarily going to be locked into a particular kind of cloud deployment. We're in kind of a golden age of data management.