You’re not building a simple word processor, are you? You’re diving headfirst into AI, machine learning, and those massive datasets that are rewriting how business works. This work demands serious computing power, and that means Graphics Processing Units (GPUs). Your…
IStoneCase — OEM/ODM for performance, durability, and custom at scale. GPU-Optimized Server Case: Airflow, Liquid Cooling, and Power Delivery AI training and modern HPC chew through watts and throw off serious heat. Old boxes gasp. Fans scream. Racks cap out…
Have you noticed how much faster technology is moving lately? It feels like every day there’s a new AI tool or an amazing new service popping up. Well, all that power needs a serious home, and frankly, the traditional CPU-centric…
Running AI training, VDI, even video compute today, we all hit the same wall: how many rack units do we give to the GPU box so it can breathe, take power, and still be serviceable. 4U looks easy. 6U looks…
You want to run heavy AI, real-time infer, maybe a bunch of training jobs, and you don’t want the box to scream or throttle. The chassis is where that story start. Below is a practical way to judge a GPU…
If you’re racking heavy GPU boxes, sooner or later somebody asks: “Can we flip the airflow?” That’s basically what this topic is about. Most 6U GPU chassis breathe front → back. Some setups force you to go back → front…
In 2026 most AI labs will run hungry boards: B200/B300 style GPUs, 600W cards, even mixed AMD/NVIDIA setups. You can squeeze them into 2U, sure, but you’ll fight noise, airflow and service every single week. A 4U GPU server pc…