A common pattern is colocation as the anchor for tier-one workloads, with cross-connects out to two or three clouds for elastic compute, plus direct partner links to SaaS providers and a private WAN to branches. This gives you the performance of on-prem, the elasticity of cloud, and the integration with partners in a single coherent architecture. It is now the dominant model for mid-to-large enterprise IT.
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