Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Control Theory for SRE

USENIX via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the application of Control Theory in Site Reliability Engineering (SRE) through this 26-minute conference talk from SREcon19 Europe/Middle East/Africa. Delve into the world of PID (Proportional, Integral, Derivative) controllers and learn how to implement them for autoscaling Kubernetes deployments based on custom targets. Gain insights into the historical context of control engineering, including the centrifugal governor, and understand key Prometheus terms. Watch a simulation and live demo showcasing the technologies used, and discover essential concepts such as set points, overshoot, and tuning methods. Master the art of creating smooth scale-up and scale-down processes for your deployments, and understand how control theory principles can enhance safety and quality systems in large-scale industrial processes.

Syllabus

Intro
History
Centrifugal Governor
Prometheus Terms
Simulation
Technologies used
Demo
Set Point
Overshoot
Tuning Methods
PID Controller

Taught by

USENIX

Reviews

Start your review of Control Theory for SRE

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.