Ivancast Podcast

Revolutionizing Recommendations: The Power of Monolith’s Collisionless Embedding Tables


Listen Later

As part of the SHIFTERLABS Podcast project, where we turn scientific papers and articles into accessible, digestible audio content using Google Notebook LM, this episode demystifies cutting-edge AI innovations for a wider audience.

 

In this installment, we unpack Monolith, a groundbreaking real-time recommendation system developed by ByteDance. Explore how Monolith addresses the challenges of sparse and dynamic data, concept drift, and the need for scalable, real-time systems. Learn about its revolutionary collisionless embedding table, memory-efficient designs, and fault-tolerant online training mechanisms that ensure high-performance recommendations. Whether you’re an AI enthusiast or a curious learner, this episode sheds light on the future of personalized content delivery and AI-powered user experiences. Don’t miss this deep dive into the tech driving platforms like TikTok and beyond.

...more
View all episodesView all episodes
Download on the App Store

Ivancast PodcastBy IVANCAST PODCAST

  • 5
  • 5
  • 5
  • 5
  • 5

5

2 ratings


More shows like Ivancast Podcast

View all
The China in Africa Podcast by The China-Global South Project

The China in Africa Podcast

208 Listeners

The Daily by The New York Times

The Daily

111,423 Listeners

ChinaTalk by Jordan Schneider

ChinaTalk

271 Listeners

The Tech Strategy Podcast by Jeffrey Towson

The Tech Strategy Podcast

28 Listeners

Hard Fork by The New York Times

Hard Fork

5,355 Listeners

AI Applied: Covering AI News, Interviews and Tools - ChatGPT, Midjourney, Gemini, OpenAI, Anthropic by Jaeden Schafer and Conor Grennan

AI Applied: Covering AI News, Interviews and Tools - ChatGPT, Midjourney, Gemini, OpenAI, Anthropic

125 Listeners

KI-Update – ein heise-Podcast by Isabel Grünewald, heise online

KI-Update – ein heise-Podcast

4 Listeners

Interconnects by Nathan Lambert

Interconnects

9 Listeners

Artificial Intelligence Masterclass by AI Masterclass

Artificial Intelligence Masterclass

29 Listeners

AI Deep Dive by Daily Deep Dives

AI Deep Dive

14 Listeners