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Full Description
Master FinOps principles and tools on Google Cloud Platform. Learn to monitor, control, and optimize cloud costs through hands-on strategies, real-world use cases, and GCP-native solutions and frameworks.
Key Features
Learn FinOps tailored for GCP, from cost allocation and budgeting to cost governance and value realization.
Optimize GCP spend, align engineering with finance, and support business efficiency.
Through real-world use cases, hands-on tutorials, and tool-driven workflows using GCP-native services.
Book DescriptionGoogle Cloud Platform offers significant scalability, but managing costs effectively is critical to realizing its value. The Cloud FinOps Playbook for Google Cloud is a practical guide to managing cloud spend and driving financial accountability on GCP.
Written for cloud architects, FinOps professionals, and platform engineers, this book connects core FinOps principles to the GCP ecosystem. You'll start with the foundations of cloud economics and GCP's billing structure, then build skills in cost allocation, budget management, usage monitoring with BigQuery and Looker Studio, and savings identification using the Google Cloud FinOps Hub.
The book also covers the dual role of AI in FinOps, that is, using AI for FinOps through agentic cost management, and applying FinOps for AI by establishing cost governance over AI workloads. You'll build automation for reporting and forecasting, implement quota guardrails, and drive financial accountability across engineering, finance, and operations teams.
By the end of this book, you'll be equipped to build a mature, automated, and collaborative FinOps practice on Google Cloud.What you will learn
Apply FinOps principles to the Google Cloud environment, including AI workloads
Establish the FinOps operating model, define roles, and enable cross-functional collaboration
Navigate GCP billing models, pricing structures, FOCUS specs, and cost allocation strategies
Set budgets, quotas, and alerts to manage cloud spend proactively
Analyze usage with BigQuery and visualize spend trends in Looker Studio
Optimize compute, storage, networking, and databases using FinOps Hub and native GCP tools
Enforce financial guardrails to support a strong FinOps culture across the organization
Who this book is forThis book is ideal for FinOps practitioners, cloud architects, platform engineers, and DevOps professionals who want to optimize cloud spend and implement financial accountability in Google Cloud environments. A working knowledge of GCP services, billing concepts, and basic cloud operations is assumed. Familiarity with tools like BigQuery and GCP IAM will be helpful but not mandatory.
Contents
Table of Contents
The Google Cloud FinOps Framework
Building the Cloud FinOps Operating Model
Managing Your Cloud Bill Throughout Its Lifecycle
Allocating Your Costs Using Resource Hierarchy, Tags, and Labels
Understanding Cost Drivers Using BigQuery Billing Exports
Leveraging FinOps Hub to Drive FinOps Capabilities
Optimizing Compute and Containers
Optimizing Storage
Optimizing Databases and Data Warehouses
Optimizing Cloud Operations
Cost Optimization Governance at Scale
Unlocking Cloud Efficiency with Unit Costing and Unit Economics
Proactive Cost Controls with Policy as Code
Building a Multi-Cloud FinOps Solution with Google Cloud Looker
Maximizing AI Investments with Cloud FinOps
