Embodiments of the invention include an active mm-wave interconnect. In an embodiment, the active mm-wave interconnect includes a dielectric waveguide that is coupled to a first connector and a second connector. According to an embodiment, each of the first and second connectors may include a mm-wave engine. In an embodiment, the mm-wave engines may include a power management die, a modulator die, a demodulator die, a mm-wave transmitter die, and a mm-wave receiver die. Additional embodiments may include connectors that interface with predefined interfaces, such as small form-factor pluggables (SFP), quad small form-factor pluggables (QSFP), or octal small form-factor pluggables (OSFP). Accordingly, embodiments of the invention allow for plug and play functionality with existing servers and other high performance computing systems.