Scale-Up & Scale Out: Addressing the Demands of Modern AI Networks

Scale-Up & Scale Out: Addressing the Demands of Modern AI Networks

From Embedded Insiders by Embedded Computing Design

April 9, 2026 · 48 min

About this episode

Aravind Srikumar discusses the challenges and solutions in modern AI networking.

Send us Fan Mail On this episode of Embedded Insiders, Aravind Srikumar, SVP of Product & Marketing at Upscale AI, joins the podcast to discuss how the company is tackling both scale-up and scale-out networking, why it's important to address both sides of the networking equation, and today's requirements for an AI-optimized network. (Upscale AI's recent announcement with NVIDIA: https://upscaleai.com/upscale-ai-supercharges-open-heterogeneous-scale-out-ai-clusters-with-nvidia-ethernet-swi...

People in this episode

Guest: Aravind Srikumar

Topics covered

  • AI networks
  • networking
  • scale-up
  • scale-out
  • technology

Keywords

  • scale-out
  • AI
  • networking
  • Upscale AI
  • NVIDIA
  • scale-up

Mentioned in this episode

Organizations: Upscale AI, NVIDIA

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