An on-premises data center is a complex, hard-to-manage beast. The cloud introduces brand new challenges, taking complexity to a whole new level. Hybrid cloud solves a lot of problems but it creates others. Microsoft's Operations Management Suite (OMS) can help you manage and protect both Azure and AWS deployments with Windows and Linux servers.
If you're just becoming acquainted with OMS, check out this introduction on the Microsoft TechNet web site: