Digital Event Horizon
NVIDIA Corporation has shattered records on the 31st Graph500 breadth-first search (BFS) list by leveraging its H100 GPUs and full-stack architecture to optimize graph processing at scale. This achievement marks a significant breakthrough in high-performance computing, enabling faster performance per dollar and minimizing hardware footprint. With this record-breaking result, NVIDIA demonstrates its commitment to democratizing access to acceleration of the world's largest sparse, irregular workloads.
NVIDIA Corporation shattered records in the 31st Graph500 breadth-first search (BFS) list with its groundbreaking graph processing technology.The company's H100 GPUs, custom software framework using InfiniBand GPUDirect Async and NVSHMEM parallel programming interface, enabled GPU-to-GPU active messages.The solution utilized massive parallelism and memory bandwidth efficiently, accelerating new workloads and bringing supercomputing performance to commercially available infrastructure.NVIDIA collaborated with partner CoreWeave to create a stable and high-performance data center infrastructure, doubling the performance of comparable runs while using less hardware at lower costs.This breakthrough validates a new approach for high-performance computing at scale, particularly in fields like fluid dynamics and weather forecasting.The achievement highlights NVIDIA's innovative full-stack compute, networking, and software technologies, solidifying its position as a leader in high-performance computing solutions.
NVIDIA Corporation, a pioneer in cutting-edge technology and innovative computing solutions, has made history by shattering records in the 31st Graph500 breadth-first search (BFS) list. The company's latest achievement showcases its groundbreaking efforts to revolutionize graph processing at scale.
This milestone marks the culmination of NVIDIA's relentless pursuit to optimize data center infrastructure for the demands of high-performance computing. By harnessing the power of its H100 GPUs, a custom software framework developed using InfiniBand GPUDirect Async (IBGDA) and NVSHMEM parallel programming interface enables GPU-to-GPU active messages.
By employing this full-stack, GPU-only solution, NVIDIA engineers have reimagined how data moves across the network. The resulting architecture allows for massive parallelism and memory bandwidth to be utilized efficiently. This enables the acceleration of new workloads and brings supercomputing performance to commercially available infrastructure.
In collaboration with its partner CoreWeave, a stable and high-performance data center infrastructure was leveraged to orchestrate this orchestration. The result is a system that can double the performance of comparable runs while using a fraction of the hardware at a fraction of the cost.
The implications of this breakthrough are far-reaching, particularly in fields like fluid dynamics and weather forecasting that rely on similar sparse data structures and communication patterns. HPC (High-Performance Computing) has long been tied to CPUs at the largest scales due to data scaling from billions to trillions of edges. This achievement validates a new approach for high-performance computing at scale.
With NVIDIA's winning result, alongside two other top 10 entries, developers can now utilize technologies like NVSHMEM and IBGDA to efficiently scale their largest HPC applications. This brings significant advancements in supercomputing performance to commercially available infrastructure.
Furthermore, this record-breaking achievement highlights the world's top-performing system for graph processing at scale was built on a commercially available cluster, showcasing NVIDIA's innovative approach to harnessing its full-stack compute, networking and software technologies.
In conclusion, NVIDIA's groundbreaking achievement has demonstrated the power of its H100 GPUs and full-stack architecture in revolutionizing graph processing. By pushing the boundaries of performance while minimizing hardware footprint, this milestone solidifies NVIDIA's position as a leader in high-performance computing solutions.
Related Information:
https://www.digitaleventhorizon.com/articles/NVIDIA-Shatters-Graph500-Benchmark-Records-with-Revolutionary-GPU-Only-Architecture-deh.shtml
https://blogs.nvidia.com/blog/h100-coreweave-graph500/
https://www.coreweave.com/blog/mlperf-coreweave-nvidia-record-breaking-cloud-native-ai-supercomputer
Published: Wed Dec 10 15:56:42 2025 by llama3.2 3B Q4_K_M
