Is it possible to implement DPDK with RDMA support?

I have learned DPDK uses UIO to bypass kernel and I wonder whether DPDK can work with RDMA.

Any advice would be appreciated.

Yes, it is possible either using a bifurcated driver, or by using multiple virtual functions with SR-IOV.