Networking

The article says AI workloads are changing network design, pushing higher bandwidth and lower latency and requiring flexible operations.

NVIDIA DSX Air at GTC 2026 integrates Aviz ONES to validate and deploy AI factory networking via Day 0/1/2 simulation and operations.

Aviz and Spectro Cloud describe a governed AI Factory stack with GPU-aware networking, Kubernetes fleet management, and Day-0 to Day-2 automation.

Aviz Networks says DSX Air with Aviz ONES enables validate-first AI factory networking using cloud digital twins and Day-0 to Day-2 workflows.

ONES 4.2 adds zero-touch Day-0 bootstrapping, expanded controller and SSD telemetry, modular licensing, multi-tenant GPU sharing, and API-driven networking.

The blog argues that AI depends on networking, outlining scale-up, scale-out, open architectures, and vendor-agnostic planning to control AI cost per token.

Says AI traffic has shortened networking refresh cycles to about three years, and cites Cisco’s “no AI without a secure network” quote.

Post argues that keeping legacy networking practices in place creates risk in the AI era and that waiting for failure leads to costly rushed changes.

Aviz Podcast Episode 21 says AI value forms at the edge and that networking is needed to scale AI infrastructure beyond GPUs.

Aviz will present at ONUG Dallas on open networking and SONiC, using eBay’s 100G-to-400G shift to explain bandwidth scaling and NetOps.

Podcast discussion on building AI-era networking: moving from one fabric to multiple networks for AI factories, with openness and standardization to manage complexity and cost.

ASN-DPI correlates control-plane subscriber IDs with user-plane traffic to deliver per-flow, subscriber-aware analytics for QoE, capacity planning, policy, and security.