Enterprises locked in GPU capacity during the AI scramble. Now utilization sits at 5% and the bill is due. Here's what the data says about where the market is heading.

Datadog (NasdaqGS:DDOG) has introduced GPU Monitoring, a new observability product focused on GPU utilization, health, and costs across AI workloads. The product is designed to give unified visibility ...

Enterprises can't fix their GPU waste problem because the fix makes the problem worse. Releasing idle capacity would improve utilization, but the same shortage driving GPU prices up is exactly why no ...

Qumulo is announcing Cloud AI Accelerator, a new enterprise AI infrastructure that presents distributed enterprise data, real time to GPU resources.

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 ...

Kubernetes clusters are running far below capacity, and the gap is widening, according to Cast AI’s "2026 State of Kubernetes Optimization Report." The vendor analyzed tens-of-thousands of clusters ...

Everyone said this GPU setting would improve performance, but that wasn't necessarily true.

Privacy-preserving AI workloads can make expensive GPUs look underused. CIOs should understand the bottleneck before ...

The new release of the Alluxio Enterprise AI data orchestration platform makes it easier to use GPU-based systems for training and operating AI applications and to provision AI/ML systems with data at ...