Scaling LinkedIn's Compute Platform with Kubernetes: Microservices, Scheduling & ML Jobs

Описание: At LinkedIn, Kubernetes is more than just an orchestration tool — it's a foundational primitive in our compute platform. In this talk, we dive deep into how we manage thousands of microservices, run large-scale stateful applications with a custom scheduler, and operate a massive fleet of GPUs — all while ensuring zero downtime and no manual intervention during regular maintenance of our bare metal infrastructure.

What You'll Learn:

How LinkedIn leverages Kubernetes at scale

Managing stateful applications with a custom scheduler

Orchestrating large GPU workloads efficiently

Performing live host maintenance without downtime

Insights into LinkedIn’s infrastructure automation strategies

Contents :
00:00 Introduction
02:11 Linkedin Compute Platform
09:32 How LinkedIn Scale Kubernetes
25:00 Linkedin Migration Lessons
26:33 Q&A


🚀 Whether you're building at scale or just starting with Kubernetes, this is a must-watch for SREs, DevOps engineers, and platform teams looking to optimize their infrastructure.

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