Enterprise companies have many options when it comes to deploying and running data analytics workloads. However, a consensus is emerging in favor of infrastructure-agnostic approaches, which would provide flexibility to enterprises by enabling them to run workloads in public clouds and private clouds. Hybrid IT environments allow enterprises to leverage both on-premises and off-premises cloud resources in an integrated way.