Data Center / Cloud

Aug 21, 2025

Less Coding, More Science: Simplify Ocean Modeling on GPUs With OpenACC and Unified Memory

NVIDIA HPC SDK v25.7 delivers a significant leap forward for developers working on high-performance computing (HPC) applications with GPU acceleration. This...

11 MIN READ

Aug 21, 2025

Scaling AI Inference Performance and Flexibility with NVIDIA NVLink and NVLink Fusion

The exponential growth in AI model complexity has driven parameter counts from millions to trillions, requiring unprecedented computational resources that...

7 MIN READ

Aug 18, 2025

Scaling AI Factories with Co-Packaged Optics for Better Power Efficiency

As artificial intelligence redefines the computing landscape, the network has become the critical backbone shaping the data center of the future. Large language...

8 MIN READ

Aug 13, 2025

Dynamo 0.4 Delivers 4x Faster Performance, SLO-Based Autoscaling, and Real-Time Observability

The emergence of several new-frontier, open source models in recent weeks, including OpenAI’s gpt-oss and Moonshot AI’s Kimi K2, signals a wave of rapid LLM...

9 MIN READ

Aug 05, 2025

NVIDIA vGPU 19.0 Enables Graphics and AI Virtualization on NVIDIA Blackwell GPUs

Virtualization has long promised efficiency and scalability. However, challenges persist due to the increasing demands of graphics and compute workloads, along...

6 MIN READ

Aug 04, 2025

Navigating GPU Architecture Support: A Guide for NVIDIA CUDA Developers

If you’ve used the NVIDIA CUDA Compiler (NVCC) for your NVIDIA GPU application recently, you may have encountered a warning message like the following: nvcc...

6 MIN READ

Aug 04, 2025

NVIDIA CUDA-Q 0.12 Expands Toolset for Developing Hardware-Performant Quantum Applications

NVIDIA CUDA-Q 0.12 introduces new simulation tools for accelerating how researchers develop quantum applications and design performant quantum hardware. With...

7 MIN READ

Aug 01, 2025

Optimizing LLMs for Performance and Accuracy with Post-Training Quantization

Quantization is a core tool for developers aiming to improve inference performance with minimal overhead. It delivers significant gains in latency, throughput,...

14 MIN READ

Jul 31, 2025

Just Released: NVIDIA HPC SDK v25.7

The HPC SDK v25.7 includes support for CUDA 12.9U1, updated library components, bugfixes, and performance improvements.

1 MIN READ

Jul 31, 2025

Just Released: NVIDIA cuPQC v0.4

This update introduces Poseidon2 to cuHash and a Merkle Tree API compatible with all cuHash hash functions.

1 MIN READ

Jul 30, 2025

Using CI/CD to Automate Network Configuration and Deployment

Continuous integration and continuous delivery/deployment (CI/CD) is a set of modern software development practices used for delivering code changes more...

6 MIN READ

Jul 28, 2025

How New GB300 NVL72 Features Provide Steady Power for AI

The electrical grid is designed to support loads that are relatively steady, such as lighting, household appliances, and industrial machines that operate at...

8 MIN READ

Jul 23, 2025

Serverless Distributed Data Processing with Apache Spark and NVIDIA AI on Azure

The process of converting vast libraries of text into numerical representations known as embeddings is essential for generative AI. Various technologies—from...

9 MIN READ

Jul 22, 2025

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

Black and white topology of connected nodes in NVIDIA Air.

Jul 18, 2025

Automating Network Design in NVIDIA Air with Ansible and Git

At its core, NVIDIA Air is built for automation. Every part of your network can be coded, versioned, and set to trigger automatically. This includes creating...

6 MIN READ

Jul 18, 2025

Optimizing for Low-Latency Communication in Inference Workloads with JAX and XLA

Running inference with large language models (LLMs) in production requires meeting stringent latency constraints. A critical stage in the process is LLM decode,...

6 MIN READ