Misbah Mubarak

Misbah Mubarak is a distinguished software engineer in the GPU software team at Nvidia. She has over 10 years of experience in large-scale, high-performance & distributed computing; network technologies; and the design of cloud network fabrics.
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Posts by Misbah Mubarak

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
Networking / Communications

NCCL Deep Dive: Cross Data Center Communication and Network Topology Awareness

As the scale of AI training increases, a single data center (DC) is not sufficient to deliver the required computational power. Most recent approaches to... 9 MIN READ