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Google Compute Engine Autoscaling and Load Balancing Operations

Instance-backed services struggle to absorb traffic spikes and recover from failures. This course will teach you how to operate an elastic Compute Engine workload behind an Application Load Balancer and when Compute Engine is the right primitive.

Intermediate
43m

Created by John Sukup III

Last Updated Sep 24, 2026

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  • Course

Google Compute Engine Autoscaling and Load Balancing Operations

Instance-backed services struggle to absorb traffic spikes and recover from failures. This course will teach you how to operate an elastic Compute Engine workload behind an Application Load Balancer and when Compute Engine is the right primitive.

Intermediate
43m

Created by John Sukup III

Last Updated Sep 24, 2026

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What you'll learn

A single Compute Engine instance can't absorb a traffic spike or survive its own failure, leaving teams to deal with outages. In this course, Google Compute Engine Autoscaling and Load Balancing Operations, you’ll gain the ability to operate a resilient, elastic instance-backed service and to reason about its fit. First, you’ll explore how to build a horizontally scaled instance group and front it with an external Application Load Balancer driven by a health signal. Next, you’ll discover how to verify convergence and traffic distribution, exercise replacement and scale events, and diagnose unhealthy members and failed creations. Finally, you’ll learn how to evaluate when Compute Engine is the appropriate compute primitive and when a workload has outgrown it. When you’re finished with this course, you’ll have the skills and knowledge of Compute Engine autoscaling and load balancing operations needed to run instance-backed services that stay available under load.

Google Compute Engine Autoscaling and Load Balancing Operations
Intermediate
43m
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About the author
John Sukup III - Pluralsight course - Google Compute Engine Autoscaling and Load Balancing Operations
John Sukup III
1 courses 0.0 author rating 0 ratings

Executive AI Strategies | Plan Your Success with my Three-Phased Methodology | 20-year Data and AI/ML Professional | CEO @ Expected X | Founder @ TuningFork | 2x GCP Certified | AI/ML Instructor

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