A ROCm library for GPU-Initiated IO. This provides support for initiating IO from a ROCm-capable GPU against a range of targets including RDMA NICs, NVMe SSDs and AMD GPU DMA engines (SDMAs). - ROC...

mKernel is a collection of multi-GPU, multi-node fused kernels that fuse intra-node NVLink communication, inter-node RDMA, and compute into a single persistent kernel.

Curate Feeds | Make Collections | Customize Email Briefs

Curate Feeds | Make Collections | Customize Email Briefs

Curate Feeds | Make Collections | Customize Email Briefs

Intel® SHMEM: Accelerate Multi-Node Data Sharing for GPUs and SYCL* Devices

Investing.com -- Goldman Sachs has initiated coverage on Nebius Group (NASDAQ:NBIS) with a “buy” rating, pointing to the company’s position as a leading provider of AI infrastructure and forecasting over 50% upside from current levels. With a market capitalization of $10.5 billion, Nebius operates in the AI Neocloud market, offering outsourced access to GPU computing power via the cloud. Analyst Alex Duval views the company as a direct beneficiary of rising demand for generative AI and the growing need for specialized GPU infrastructure. According to the initiation note, Nebius’ key advantages include a full-stack software offering, cost efficiencies, and the ability to operate at scale. These features, Duval writes, position the company to serve the increasing number of enterprise and developer clients seeking access to AI compute without investing in their own hardware. Duval sees a favorable risk/reward skew for investors, estimating a 4:1 upside-to-downside ratio between bull and bear scenarios. He also flags that Nebius is currently trading at 3x EV/Sales, well below its closest peer CoreWeave, which trades at 5x. Goldman’s report identifies a clear path to growth catalysts, including potential capital raises, expanded infrastructure capacity, and global market entry. These factors, Duval suggests, could further support revenue growth and valuation upside. Despite recent share price gains, the brokerage maintains that Nebius remains attractively priced relative to peers, particularly given its role as a pure-play in AI compute infrastructure. With valuations skyrocketing in 2024, many investors are uneasy putting more money into stocks. Sure, there are always opportunities in the stock market – but finding them feels more difficult now than a year ago. Unsure where to invest next? One of the best ways to discover new high-potential opportunities is to look at the top performing portfolios this year. ProPicks AI offers 6 model portfolios from Investing.com which identify the best stocks for investors to buy right now. For example, ProPicks AI found 9 overlooked stocks that jumped over 25% this year alone. The new stocks that made the monthly cut could yield enormous returns in the coming years. Is NBIS one of them?

NVIDIA is expanding beyond GPU sales into AI infrastructure investments and partnerships. BMO Capital initiated coverage with a $340 price […]

This talk covers advances in AMD ROCm communication libraries for large-scale AI. RCCL innovations include copy-engine offloading, symmetric memory, GPU-initiated collectives, congestion-aware load balancing, and port failover. rocSHMEM extends an OpenSHMEM-like model with Python and Triton support, while NIXL contributions enable efficient inference. Together, they support diverse NICs like AMD Pensando AINICs and Broadcom Thor. Discover more: https://www.amd.com/en/corporate/events/advancing-ai/sessions-catalog/evolving-comms-libraries-in-rocm-for-future-ai-workloads.html *** Subscribe: https://bit.ly/Subscribe_to_AMD Join the AMD Gaming Discord Server: https://discord.gg/amd-gaming Visit the AMD Gaming Community Website: https://www.amdgaming.com/ Like us on Facebook: https://bit.ly/AMD_on_Facebook Follow us on Twitter: https://bit.ly/AMD_On_Twitter Follow us on Twitch: https://Twitch.tv/AMD Follow us on LinkedIn: https://bit.ly/AMD_on_Linkedin Follow us on Instagram: https://bit.ly/AMD_on_Instagram ©2026 Advanced Micro Devices, Inc. AMD, the AMD Arrow Logo, and combinations thereof are trademarks of Advanced Micro Devices, Inc. in the United States and other jurisdictions. Other names are for informational purposes only and may be trademarks of their respective owners.

Graid Technology announced an industry-first result: 100 million random 512-byte IOPS on a protected storage volume built from 32 Kioxia XD8 NVMe SSDs.The