The increasing demand for efficient and scalable data center networks has led the industry to the exploration of hardware acceleration technologies, which allow to offload portions of the Linux network stack processing away from the main CPUs and into dedicated accelerators such as SmartNICs, thereby promising advancements in overall system performance and efficiency. This thesis questions these claims by conducting a series of experiments to evaluate the performance and efficiency gains achieved by adopting NVIDIA ConnectX-7 100Gbps SmartNICs across several server configurations. The tests covered a variety of networking scenarios, including encapsulation, IPsec encryption, and the deployment of real world cloud-native applications within a Kubernetes cluster.