This paper discusses the benefits of a unified recurring control approach to network function chaining within data centers, utilizing network function virtualization (NFV) and software-defined networking (SDN) technologies. It highlights the limitations of traditional, separated orchestration methods and presents a design for joint compute and network virtualization that enhances service deployment efficiency and flexibility. The implementation demonstrates significant advantages in the orchestration of cloud and wide area network resources compared to existing solutions.