MLSys Case Studies
vLLM @ LinkedIn
Deep dive into "Memory for LLMs" architectures
Pinterest recommendation system evolutions through the years
Long sequence for recommendation systems
How LinkedIn built its GenAI platform
Compound AI systems
Near real-time personalization at LinkedIn
TikTok Real Time Recommendation algorithm scales to billions
Uber optimal feature discovery
Netflix ML platform
Reddit's ML Model Deployment and Serving Architecture
Meta AI platform
Doordash monitoring
Uber model deployment
