In a modern cluster, the hardest problem isn’t running workloads—it's sharing resources fairly. Red Hat OpenShift clusters are seeing a surge of AI-accelerated workloads, from GPU-intensive training jobs to large batches of inference requests. At the same time, other tenants still need consistent throughput for their everyday CI/CD pipelines and data processing tasks. The result is a constant battle for resources, where some jobs wait too long, others consume more than their fair share, and administrators are left fighting bottlenecks.This is exactly the challenge that Kueue, a Kubernetes-
Long‑lasting transformers and short‑lifecycle IT are not a natural pairing. Utilities run process installations designed to last for decades, while the control software ages far faster. Deferring replacement isn’t an option, because operations must stay online with up‑to‑date security. So how do you resolve this? How can you procure operational technology (OT) – the technology that runs the power grid – today with confidence it will still run reliably by 2035? Alliander found a way.Dutch energy infrastructure was built to last for decades, with assets such as power transformers a