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Not exactly. In fact, you can deploy all three kinds of node(controller, network node, compute node) on one machine , but that is STRONGLY not recommended.

You may check Openstack Installation Guide(e.g. installation guide for Ubuntu 14.04: Chapter1. Architecture - Example architectures(Page 3) for more detail.