@article{hu2025demystifying, author={Zhiyi Hu and Siyuan Shen and Tommaso Bonato and Sylvain Jeaugey and Cedell Alexander and Eric Spada and James Dinan and Jeff Hammond and Torsten Hoefler}, title={{Demystifying NCCL: An In-depth Analysis of GPU Communication Protocols and Algorithms}}, year={2025}, month={Aug.}, booktitle={Proceedings of the 32nd Annual Symposium on High-Performance Interconnects (HOTI'25)}, location={Virtual Event}, publisher={IEEE Press}, doi={10.48550/arXiv.2507.04786}, }