YoVDO

Why Is My App Slow - Defining Reliability in Platform Engineering

Offered By: GOTO Conferences via YouTube

Tags

GOTO Conferences Courses Statistical Analysis Courses Performance Measurement Courses Platform Engineering Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a comprehensive conference talk on defining reliability in platform engineering, focusing on Google's Serverless SRE team's approach to detecting and measuring latency regressions. Dive into topics such as total latency distribution, request delivery latency, and the limitations of SLOs. Learn about the 2-Sigma Technique, overload scores, and impact analysis for tracking platform performance. Discover practical applications including streamlined diagnosis and approximate cohort A/B testing. Gain valuable insights into customer-centric performance measurement and statistical approaches to platform reliability from an experienced SRE at Google Cloud.

Syllabus

Intro
Serverless platform is amazing
"My app is slow"
The platform is slow
Total end-to-end latency distribution
Request delivery latency
Goal
Reliability in practice
Applying to the model
Stationarity
2-Sigma Technique
Mechanics
Overload score
Impact analysis
FAQ
Backtesting
Limitations
Other applications
Streamlined diagnosis
Approximate cohort A/B testing
Conclusions
Outro


Taught by

GOTO Conferences

Related Courses

High Performance Computer Architecture
Georgia Institute of Technology via Udacity
Sustainability in Practice
University of Pennsylvania via Coursera
Dynamics and Control
Universitat Politècnica de València via UPV [X]
Managerial Accounting: Tools for Facilitating and Guiding Business Decisions
University of Illinois at Urbana-Champaign via Coursera
Dynamics and Control
Universitat Politècnica de València via edX