The cloud isn’t right for every business, be that because of latency constraints at the edge, regulatory requirements or because it’s simply cheaper to own and operate their own data centers for their specific workloads. Given this, it’s maybe no surprise that the vast majority of enterprises today use both public and private clouds in parallel. That’s something Microsoft has long been betting on as part of its strategy for its Azure cloud, and Google, too, is now taking a number of steps in this direction.

With the open-source Kubernetes project, Google launched one of the fundamental building blocks that make running and managing applications in hybrid environments easier for large enterprises. What Google hadn’t done until today, though, is launch a comprehensive solution that includes all of the necessary parts for this kind of deployment. With its new Cloud Services Platform, though, the company is now offering businesses an integrated set of cloud services that can be deployed on both the Google Cloud Platform and in on-premise environments.

As Google Cloud engineering director Chen Goldberg noted in a press briefing ahead of today’s announcement, many businesses also simply want to be able to manage their own workloads on-premise but still be able to access new machine learning tools in the cloud, for example. “Today, to achieve this, use cases involve a compromise between cost, consistency, control and flexibility,” she said. “And this all negatively impacts the desired result.”

Goldberg stressed that the idea behind the Cloud Services Platform is to meet…

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