Uploaded September 2025 | Updated September 2026, 3 days ago

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Modern AI factories—hyperscale environments powering everything from generative AI to autonomous systems—are pushing the limits of traditional infrastructure. As these facilities process exabytes of data and demand near-real-time communication between thousands of GPUs, legacy CPUs struggle to balance application logic with infrastructure tasks like networking, encryption, and storage management.

Notes:
- Contributed by: mohamed mahdy
- Related Article: community.f5.com/kb/technicalarticles/big-ip-next-for-kubernetes-nvidia-dpu-deployment-walkthrough/341336

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