Episode

Generative AI Infrastructure: Scaling and Performance Optimization

Podcast

Generative AI Infrastructure: Scaling and Performance Optimization

Published

Oct 21, 2024

Duration seconds

791

Processing state

not_requested

Canonical source

https://podcasters.spotify.com/pod/show/anand-v31/episodes/Generative-AI-Infrastructure-Scaling-and-Performance-Optimization-e2punu0

Audio

https://anchor.fm/s/fc971920/podcast/play/93330816/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2024-9-21%2F388457099-44100-2-6e5a94ba1f0b.m4a

JSON

/v1/public/podcasts/generative-ai-infrastructure-scaling-and-performance-optimization-7094860/episodes/generative-ai-infrastructure-scaling-and-performance-optimization

Markdown

/podcast/generative-ai-infrastructure-scaling-and-performance-optimization-7094860/generative-ai-infrastructure-scaling-and-performance-optimization.md

Actions

• POST https://stenobird.com/v1/public/podcasts/generative-ai-infrastructure-scaling-and-performance-optimization-7094860/episodes/generative-ai-infrastructure-scaling-and-performance-optimization/transcription-requests
  Idempotently request low-priority transcript generation for this episode.
• GET https://stenobird.com/podcast/generative-ai-infrastructure-scaling-and-performance-optimization-7094860/generative-ai-infrastructure-scaling-and-performance-optimization.md
  Read the agent-friendly Markdown representation of this episode resource.

Summary

Generative AI Infrastructure: Scaling and Performance Optimization" is an in-depth exploration of the technical foundations needed to deploy and scale generative AI models efficiently. The book covers the essential components of AI infrastructure, from choosing the right hardware and cloud platforms to optimizing training and inference workloads for performance. Readers will learn about distributed training techniques, GPU/TPU utilization, model compression, and techniques for reducing latency in real-time application