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

Page: https://stenobird.com/podcast/embedded-insiders-730384/scale-up-scale-out-addressing-the-demands-of-modern-ai-networks
Text version: https://stenobird.com/podcast/embedded-insiders-730384/scale-up-scale-out-addressing-the-demands-of-modern-ai-networks.md
Podcast: [Embedded Insiders](https://stenobird.com/podcast/embedded-insiders-730384)
Published: 2026-04-09T13:00:00+00:00
Episode link: https://www.buzzsprout.com/280493/episodes/18984221-scale-up-scale-out-addressing-the-demands-of-modern-ai-networks.mp3
Audio file: https://www.buzzsprout.com/280493/episodes/18984221-scale-up-scale-out-addressing-the-demands-of-modern-ai-networks.mp3
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JSON: https://stenobird.com/v1/public/podcasts/embedded-insiders-730384/episodes/scale-up-scale-out-addressing-the-demands-of-modern-ai-networks
Duration seconds: 2863

## Resource

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...

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