Abstract: We present a Mathematics of Arrays (MoA) and ψ-calculus derivation of the memory-optimal operational normal form for ELLPACK sparse matrix-vector multiplication (SpMV) on GPUs. Under the ...
[08/05] Running a High-Performance GPT-OSS-120B Inference Server with TensorRT LLM ️ link [08/01] Scaling Expert Parallelism in TensorRT LLM (Part 2: Performance Status and Optimization) ️ link [07/26 ...
Oracle is looking beyond Nvidia for the chips it needs to power its AI datacenters. In what could be described as a warning shot to Jensen Huang's business, Oracle co-founder Larry Ellison said: "We ...
Nvidia, AMD, and Intel have all made high-quality image upscaling a cornerstone feature of their new GPUs this decade. Upscaling technologies like Nvidia’s Deep Learning Super Sampling (DLSS), AMD’s ...
An AI Model Has Been Trained in Space Using an Orbiting Nvidia GPU Starcloud flew up the Nvidia H100 enterprise GPU on a test satellite on Nov. 2. Major players including SpaceX, Google, and Amazon ...
The Pew Research Center released a study on Tuesday that shows how young people are using both social media and AI chatbots. Pew found that 97% of teens use the internet daily, with about 40% of ...
French AI startup Mistral today launched Devstral 2, a new generation of its AI model designed for coding, as the company seeks to catch up to bigger AI labs like Anthropic and other coding-focused ...
GPComp: Using GPU and SSD-GPU Peer to Peer DMA to Accelerate LSM-Tree Compaction for Key-Value Store
Abstract: LSM-tree-based Key-value systems are widely used in many internet applications, known for their superior write performance. Compaction operations, responsible for maintaining the pyramidal ...
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