Keith Caton

Keith Caton is a GPU communications performance engineer and developer. He joined NVIDIA in 2024. He has five years of HPC experience and CUDA development in the fields of GPU communication and kinematic/RF simulations.
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Posts by Keith Caton

Networking / Communications

Understanding NCCL Tuning to Accelerate GPU-to-GPU Communication

The NVIDIA Collective Communications Library (NCCL) is essential for fast GPU-to-GPU communication in AI workloads, using various optimizations and tuning to... 14 MIN READ
Data Center / Cloud

Enabling Fast Inference and Resilient Training with NCCL 2.27

As AI workloads scale, fast and reliable GPU communication becomes vital, not just for training, but increasingly for inference at scale. The NVIDIA Collective... 9 MIN READ