AI Infrastructure

Weekly roundup covering AI-RAN updates, AI infrastructure and data platforms, private cloud modernization, and enterprise security releases including AI security budgeting and identity-driven ransomware.

Online April 3, 2025 bootcamp covers SONiC on Cisco 8000 and Aviz ONES for observability, automation, and tuning.

Aviz ONES adds orchestration, GPU-aware multi-tenancy, observability, and lifecycle automation to NVIDIA Spectrum-X Ethernet.

Aviz Networks podcast discusses enterprise SONiC adoption, production readiness, interoperability tests, and Aviz Certified Community SONiC features for multi-ASIC environments.

Aviz Networks podcast episode says AI workloads create on-prem, cloud, and AI silos, making telemetry central to network observability.

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.

Aviz Networks and NVIDIA discuss simulation-first AI infrastructure with DSX Air to validate connectivity, configs, security and failures before hardware.

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 Networks podcast episode 3 says AI changes networking via AI-ready infrastructure and AI-assisted network operations, shifting KPIs toward utilization.

The post says AI-era networking must support workload-aware automation, usage economics, conversational NetOps, multi-vendor stacks, and digital twins.