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 ...
Kubernetes clusters are running far below capacity, and the gap is widening, according to Cast AI’s "2026 State of Kubernetes ...
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 ...
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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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