{"podcast":{"title":"Embedded Insiders","slug":"embedded-insiders-730384","podcast_index_feed_id":730384,"rss_url":"https://rss.buzzsprout.com/280493.rss","website_url":"http://www.embedded-computing.com","image_url":"https://storage.buzzsprout.com/tko9gh3dxu60q06n3axnxur9cj0b?.jpg","author":"Embedded Computing Design","episode_count":308,"summary":"Hosted on the www.embeddedcomputing.com website, the Embedded Insiders Podcast is a fun electronics talk show for hardware design engineers, software developers, and academics. Organized by Tiera Oliver, Assistant Managing Editor, and Ken Briodagh, Editor-in-Chief of Embedded Computing Design, each episode highlights embedded industry veterans who tackle trends, news, and new products for the embedded, IoT, automotive, security, artificial intelligence, edge computing, and other technology marketplaces in a light and accessible format.","last_synced_at":"2026-06-12T08:19:30.139856+00:00","page_url":"https://stenobird.com/podcast/embedded-insiders-730384"},"episode":{"title":"Scale-Up & Scale Out: Addressing the Demands of Modern AI Networks","slug":"scale-up-scale-out-addressing-the-demands-of-modern-ai-networks","published_at":"2026-04-09T13:00:00+00:00","page_url":"https://stenobird.com/podcast/embedded-insiders-730384/scale-up-scale-out-addressing-the-demands-of-modern-ai-networks","show_page_url":"https://stenobird.com/podcast/embedded-insiders-730384","url":"https://www.buzzsprout.com/280493/episodes/18984221-scale-up-scale-out-addressing-the-demands-of-modern-ai-networks.mp3","audio_url":"https://www.buzzsprout.com/280493/episodes/18984221-scale-up-scale-out-addressing-the-demands-of-modern-ai-networks.mp3","summary":"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...","meta_description":"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 th…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2863,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/embedded-insiders-730384/episodes/scale-up-scale-out-addressing-the-demands-of-modern-ai-networks/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/embedded-insiders-730384/scale-up-scale-out-addressing-the-demands-of-modern-ai-networks.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}