The way developers design, build, and run software has changed significantly with the evolution of microservices and containers. These modern architectures use new primitives that require a different ...
Based on data from tens of thousands of clusters, GPU usage averages just 5 percent, CPU usage stands at 8 percent, and ...
Over the years Azure has evolved. First it was a host for stateless applications, using a range of Azure services. Then it became a host for virtualized infrastructures, supported by cloud hosted ...
Kubernetes clusters are running far below capacity, and the gap is widening, according to Cast AI’s "2026 State of Kubernetes ...
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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, ...
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