Presentation: Exploding GPUs
Andrew Martin discusses why AI security is fundamentally tied to Kubernetes security. He shares insights into the evolving AI threat landscape, cove…
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Kubernetes Teams Get a Safer Way to See Their Own GPU Metrics
Adobe engineers have described an open-source approach for giving teams self-service access to their own Prometheus metrics in multi-tenant Kubernet…
Google Adds Cycle-Level Kernel Profiling to XProf
Google has added a Kernel Profiling suite to XProf. This is its open-source profiler for TPU workloads. Now, developers can see cycle-level details…
[Перевод] Ваша платформа Kubernetes готова к контейнерам. Готова ли она к ИИ?
Kubernetes дал платформенным командам единообразный способ развёртывать, масштабировать и эксплуатировать контейнеризированные приложения. Теперь мн…
NVIDIA Personal AI Router Distributes AI Tasks Across Local Compute
NVIDIA Personal AI Router (PAIR), now available in beta, lets you combine the inference capacity of multiple computers on your local network and aut…
Presentation: From S3 to GPU in One Copy: Rethinking Data Loading for ML Training
Onur Satici explains how Vortex, an open-source columnar file format under the Linux Foundation, revolutionizes high-throughput data loading. He det…
Presentation: Running AI at the Edge: Running Real Workloads Directly in the Browser
James Hall discusses the strategic and technical imperative of moving AI workloads from cloud providers to local edge devices. He shares practical a…
[Перевод] Как найти остров по одной фотографии: геолокация через геометрию и CUDA
Фото островного курорта. Ни EXIF, ни GPS, ни модели камеры – ничего. Нужно назвать курорт, координаты и сторону света, куда смотрела камера. Пытатьс…
Presentation: From Fab To Token - The State Of The Market
Jordan Nanos discusses how semiconductor constraints, data center expansion, and networking bottlenecks impact AI software architecture. Drawing fro…
Калькулятор VRAM для локальных LLM: Какие модели ИИ запустятся у вас на компьютере?
Когда я начал ковыряться с локальными LLM, главная боль была не в установке моделей, а в понимании, что вообще влезет в моё железо. Документация Hug…
Google New TPU Generation is Specifically Designed for Agents and SOTA Model Training
Google has unvelied a new generation of Tensor Processing Units (TPUs), featuring two specialized chips designed to accelerate model training and ag…
Cloudflare Builds High-Performance Infrastructure for Running LLMs
Cloudflare has recently announced new infrastructure designed to run large AI language models across its global network. As these models rely on cos…