GPU Direct Storage: Accelerating ML Data Loading

Technical deep-dive on GPU Direct Storage (GDS/GDSync) for ML training: how it bypasses CPU to load data directly from NVMe to GPU memory, benchmark results… From the article "GPU Direct Storage: Accelerating ML Data Loading" by Synor, published on Misar.Blog. Visit the original article: https://www.misar.blog/@synor/articles/gpu-direct-storage-ml-data-loading 🎧 Read the full article: https://www.misar.blog/@synor/articles/gpu-direct-storage-ml-data-loading More from Synor: https://www.misar.blog/@synor More episodes: Tokenized Money Market Funds vs Stablecoins: On-Chain Cash Best PSU for a Used RTX 4090 (2026 Picks) Best Embedding Models 2026: OpenAI vs Voyage vs Open-Source Related reads: vLLM PagedAttention Explained Simply (with Visuals) Llama 4 vs Qwen 3.6 70B on RTX 4090: Speed Benchmarks 🔔 Subscribe to every episode