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AI inference is changing data center design requirements

AI inference requires distinct infrastructure compared to training, focusing on low latency, appropriate hardware based on workload, and tailored power and cooling methods.

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How network FinOps can control connectivity and cloud costs

While networking costs are challenging to manage, applying FinOps principles to network management can help. It starts with visibility and allocation.

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AI factories package Nvidia reference architecture, but who's buying?

Nvidia partners bundle the OpenShell Reference Architecture's infrastructure-level AI safeguards in AI factories, but enterprise adoption numbers remain elusive.

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IT leaders test the waters of autonomous network operations

AI agents largely remain in an advisory role for NetOps teams as they take a 'trust but verify' approach, but autonomy is growing alongside network complexity.

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