Kubernetes clusters are running far below capacity, and the gap is widening, according to Cast AI’s "2026 State of Kubernetes ...
The cost of training today’s large-scale foundation models is often reduced to a single number: the price of a GPU hour. It's ...
Cast AI finds that that 95% of GPU capacity across thousands of organizations are idle, as companies overbuy GPUs on FOMO.
A new report shows enterprise Kubernetes clusters are running far below capacity, with GPU utilization averaging just 5% despite soaring AI infrastructure spending. CoreWeave and other providers are ...
Stop overpaying for idle GPUs by splitting your LLM workload into prompt and generation pools. It’s like giving your AI its ...
As artificial intelligence reshapes industries, GPU infrastructure providers face a pivotal moment. While providing raw computing power has been profitable, the increasing competition and fluctuating ...
Alluxio Inc., which sells a high-performance open-source distributed filesystem, announced a set of enhancements that optimize the use of costly graphic processing units along with performance ...
Enterprise AI demand is rising, but most GPU capacity remains idle, exposing costly overbuying and inefficiencies.
Nvidia announced that it’s acquiring Run:ai, an Israeli startup that built a Kubernetes-based GPU orchestrator. While the price is not disclosed, there are reports that it is valued anywhere between ...
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AI cloud workloads show 5% GPU use amid rising costs
A new analysis shows enterprise AI and ML workloads on Kubernetes clusters are averaging just 5% GPU utilization, even as demand for compute and cloud resources drives up costs. This underuse, ...
The processor of current PCs is usually powerful enough to work smoothly with all types of content. However, some processes put a higher load on the processor — for example, when you watch videos.
PC gamers with an interest in the inner workings of their machine have historically had to rely on a mish-mash of third-party tools to keep track of CPU, memory, and GPU usage. Commonly used tools ...
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