Learn about the award-winning industry paper presentation from the Hot Interconnects Symposium's Technical Paper Session C focused on Collectives for Deep Learning. Explore the Unified Collective Communication (UCC) library, which provides unified communication capabilities across CPUs, GPUs, and DPUs. The 33-minute talk, presented by a team of experts including Ferrol Aderholdt, Manjunath Gorentla Venkata, Valentine Petrov, Sergey Lebedev, Devendar Bureddy, Joshua Ladd, Gil Bloch, Mike Dubman and Gilad Shainer, demonstrates innovative approaches to unified communication infrastructure in heterogeneous computing environments. Chaired by Amanda Bienz from UNM, this presentation earned the Best Industry Paper Award for its significant contributions to the field.