Scaling Cloud FinOps: Proven Strategies to Accelerate Financial Success
معرفی کتاب «Scaling Cloud FinOps: Proven Strategies to Accelerate Financial Success» نوشتهٔ Bergomi، Lorenzo و Sasi Kanumuri, Matthew Zeier، منتشرشده توسط نشر Apress L. P. در سال 2024. این کتاب در فرمت pdf، زبان انگلیسی ارائه شده است.
Responding to the escalating demands placed on organizations and enterprises as they navigate the intricacies of cloud economics, this book offers pragmatic insights for establishing a sturdy foundation for cloud cost management. Scaling Cloud FinOps empowers you with the knowledge and strategies to harness efficient cloud technology usage to proficiently manage cloud costs, refine expenditure, and implement robust, scalable Cloud FinOps practices. At the same time, it arms engineering leaders and executives with the necessary tools to foster a culture of cost awareness critical to greater profitability. At the heart of the book lies author Sasi Kanumuri’s #Piggy-Bank Framework, an innovative approach to cloud cost governance that offers a practical blueprint to streamline cost reporting, provisioning, and resource management through automation, efficiency, and overall financial performance. You’ll also delve into the intricacies of the 6-factor formula, a proven approach to cloud cost management. From resource rightsizing and cost allocation models to automated guardrails and vendor management, each factor serves as a pillar to support your organization's financial goals. Looking beyond numbers, Scaling Cloud FinOps will give you the tools needed to orchestrate a cultural shift that can permeate every aspect of your organization. You'll learn how to cultivate a cost-aware engineering culture in which financial policies give every team member the knowledge and motivation to make data-driven decisions that drive efficiency, unlocking significant cost savings and cloud financial excellence. Who This Book Is ForProfessionals and leaders across the cloud, IT, finance, and procurement industries interested in streamlining cloud expenditures, cultivating a culture of cost awareness across the organization, and establishing robust cloud cost management strategies. Whether you're a novice or seasoned in FinOps practices, this book equips you with the tools ... Table of Contents About the Authors About the Technical Reviewers Acknowledgments Introduction Chapter 1: Cloud FinOps Cloud FinOps Defined A Glimpse into the Pre-FinOps Era: Traditional Cloud Operations Model Financial Impacts Technological Impacts Organizational Impacts Why Focus on FinOps? Vision, Mission, and Charter of FinOps Teams The Vision The Mission The Charter A Road Map to Executive Buy-In Leading the FinOps Charge: Dedicated Teams vs. Shared Responsibilities Cloud Infrastructure/Platform Team Integration Cross-Functional Tiger Team Dedicated FinOps Team The Benefits of Different Placement Options for FinOps Teams Cloud Infrastructure/SRE Teams Finance Teams Strong Alignment with Financial Planning and Budgeting Processes Ensures Cost Visibility and Accountability at an Organizational Level Choosing the Right Placement Demystifying the Current FinOps Framework FinOps Domains and Capabilities Cloud Cost Management Cloud Usage Optimization Cloud Governance and Compliance Benchmarking Education and Training FinOps Personas FinOps Phases FinOps Principles FinOps Maturity Model Introducing the 6-Factor FinOps Formula FinOps KPIs: Measuring Success Across the Framework Cloud Visibility KPIs Cloud Insights KPIs Cloud Governance KPIs Cloud Cost Optimization KPIs Vendor Management KPIs Automation KPIs Tracking and Evaluating FinOps KPIs Beyond the Metrics: FinOps Team Success Indicators Cloud Visibility KPI: Chargeback/Showback Percentage of Total Costs Cloud Insights KPI: Unit Economics Metrics Cloud Governance KPI: Cultural Shift: Engagement and Surveys Cloud Cost Optimization KPI: Sustainability/Carbon Footprint Vendor Management KPI: Liaison/Collaboration Automation KPI: Time to Resolve a Cost Spike Chapter Summary References for Further Reading Chapter 2: Cloud Cost Visibility The Importance of Cloud Cost Visibility Resource Allocation Cost Attribution and Distribution Budgeting, Forecasting, and Fiscal Planning Cost Governance and Data-Driven Decisions Cost Optimization Continuous Performance Evaluation Tagging: Laying the Foundation for Cloud Cost Visibility Tagging Taxonomy Tag Health Why Is Tag Health Important? Strategies for Maintaining Tag Health Recommended Tags and Taxonomy Business-Level Tags Infrastructure-Level Tags Kubernetes/Container-Specific Labels Resource Cleanup–Related Tags Security-Related Tags Cloud Tagging Tools Infrastructure as Code Tools Kubernetes Manifest File CSP Management Consoles Manage Tags via CLI Tagging Enforcement Tagging Strategy for FinOps at Scale Slack’s Case Study: Cloud Resource Tagging with the Tagging Strategy Adoption Challenge Solution Results Finding Untagged Resources Monitoring Costs Through Dashboards and Reports Breaking Down Cloud Costs Cloud Provider Billing Account/Subscription/Project CSP Service Types Cost Centers Applications/Services/Environments Drilling Down into K8s/Microservices Spend Cost Categories View: Grouping Applications with Teams and Leaders Cost Trends over Time Dashboards and Reports Executive-Level Dashboards Pie Charts/Donut Charts Trend Graphs Technical/Team Deep-Dive Dashboard Leverage Cloud Cost Management Tools Selecting the Right CCM Tool Features of Effective CCM Solutions Choosing the Right CCM Tool Is Controlling Cloud Expenses Boosting Cloud ROI with CCM Tools Build vs. Buy Visibility, Insights, and Actions Framework to Evaluate CCM Tools Visibility Insights Actions Shared Services Cost Allocation Steps to Build a Successful Shared Services Cost Allocation Model Shared Services Cost Attribution for Specific Scenarios Attributing Taxes, Support Fees, and Credits Shared Services like RDS and K8s Identifying Relevant Metrics Combining Metrics Benefits of Effective Shared Services Cost Allocation Chapter Summary References for Further Reading Chapter 3: Cloud Cost Insights Understanding Resource Utilization and Cloud Waste Resource Utilization Insights Identifying and Quantifying Cloud Waste Negative Impacts of Idle Resources Finding Idle Resources Benefits of Cloud Cost Insights Comprehensive Cost Anomaly Detection and Overspending Alerting Cost Anomaly Detection with CSPs Cost Alerting Framework Notifications Determined by Budgets Notification in Response to Unusual Expenses Integrated Support for Slack/Teams and Email Personalization and Fine-Grained Approach Cost Spike Analysis Framework Phase 1: Detection and Alert Phase 2: Evidence Collection and Analysis Phase 3: Forensic Examination Phase 4: Remediation and Optimization Case Study: Unsurfaced Cost Spike in KMS Service Background Problem Investigation Root Cause Identification Resolution Lessons Learned Unit Economics Understanding Unit Economics: The Cornerstone of Cloud Cost Management Cloud Unit Metrics: Building Blocks for Cost Optimization Leveraging Unit Costs for Cloud Optimization: Making Informed Choices Cost Comparison: Choosing the Right Fit Rightsizing Resources: Avoiding Overprovisioning Service Optimization: Identifying Possibilities for Cost Savings Cost Allocation: Promoting Accountability and Transparency Benefits of Using Cloud Unit Economics Calculating and Analyzing Unit Economics Case Study: Optimizing Security Services with Unit Economics Problem Solution Resolution Results Overall Impact Lessons Learned Chapter Summary References for Further Reading Chapter 4: Cloud Cost Governance Benefits of Cloud Cost Governance Cost Management and Financial Resources Optimize Resources Utilization Cost Transparency and Accountability Structure for Implementing Cost Optimization Efforts Financial Planning and Forecasting Scalability and Agility Administration of Compliance Risks Cloud Cost Governance Goals and Objectives Control Costs Maximize Resource Utilization and ROI Align Cloud Costs with Business Priorities Strategies for Cloud Cost Governance Driving Buy-in for Cloud Cost Optimization and Governance Collaborate and Align on Cost Governance Goals Monthly Cost Reviews with Engineering Managers and Leadership Incorporating Cost into Cloud Architecture Reviews Integrating Cost Considerations into Architecture Reviews: A Case Study The Role and Importance of Technical Program Management in Cloud FinOps Technical Program Management Strategies Program Management Tools Structured Intake Forms The Importance of Budgeting and Forecasting for Effective Cost Management Planning and Goal Setting Resource Allocation Expense Control and Cost Reduction Decision-Making and Risk Management Performance Evaluation and Accountability Communication and Stakeholder Management Long-Term Financial Planning Techniques to Visualize Cost Data in Cost Governance Context Chapter Summary Chapter 5: Cultivating Cost Awareness Culture Shift Left in Engineering and FinOps Essential Elements for Culture Creation Visibility and Accountability: Introducing the #Piggy-Bank Framework What Is the #Piggy-Bank Framework? The #Piggy-Bank Framework in Action Benefits of the #Piggy-Bank Framework Effective Collaboration Create an Atmosphere That Encourages Collaboration Set Clear Goals and Objectives Identify Potential Areas for Cost Reduction and Optimization Encourage the Pursuit of Continuous Improvement Ongoing Education to Cultivate a Culture of Cost Awareness Ideas for Education Sessions Educational Tips Reward Successes and Celebrate Wins Real-world Case Study: Identifying and Eliminating Unused Cloud Resources for Significant Cost Savings at Company A Challenges Solution Results Impact Chapter Summary References for Further Reading Chapter 6: Cloud Cost Optimization Importance of Cloud Cost Optimization Governance of Costs and Information Availability Reduced Expenditures and Saving Gains Planning and Prediction of Financial Matters Competitive Advantage Optimization of Resources and Environmental Responsibility Optimizing Cloud Compute Spend Identifying Savings Opportunities That Maximize ROI Utilizing CSP Native Tools and Open Source Tools AWS Trusted Advisor AWS Compute Optimizer Azure Advisor Cost Recommendations Google Cloud Platform Active Assist OpenCost Recommendations Kubernetes/Containers Workloads Deep Dive: Choosing Recommendations from AWS Compute Optimizer Ranking Based on High ROI and Least Effort Rightsizing Compute Resources Based on Usage Metrics Rightsizing Virtual Machines Considerations for Rightsizing Upgrading to Current Generation Compute Alternatives to EC2 Assessing the Value of Managed Services Capitalizing on Committed Spend Discounts Understanding Savings Plans vs. Reserved Instances Committed Spend Discounts by Cloud Provider Azure Reservations GCP Committed Use Discounts Choosing the Right Option Challenges and Considerations of Committed Spend Discounts Best Practices for Optimizing Reservations Understand Reservation Types and Services Offered Effective Commitment Planning and Analysis Purchase Reservations from the Root Account, Always Utilizing the Cheapest Spot Instances Importance of Autoscaling in Cost Optimization Benefits of Autoscaling Combining Spot Instances with ASG Kubernetes Cost Optimization Cost Recommendations for Kubernetes/Containers Terraform: Adding Instances List in K8s Instance Pool Storage Optimization Migrating from Amazon EBS GP2 to GP3 Slack Case Study: A Deeper Dive into Cost Optimization Success Planning the Path to Savings Streamlined Migration for Minimal Disruption Continuous Optimization for Long-Term Value Amazon S3 Cost Optimization Choosing the Right S3 Storage Class Lifecycle Policies Amazon S3 Intelligent-Tiering Data Compression and Deduplication Observing Data Transfer and API Calls Advanced Cloud Storage Optimization Techniques Contract Negotiation Data Compression and Deduplication Efficient Data Migration with Transfer Devices Backup Optimization Strategies Leveraging Cloud Storage Reservations Retention Policies for Cost Management Data Archival and Lifecycle Management Optimizing Cloud Monitoring and Logging Spend CloudTrail Cost Optimization CloudWatch Optimization Optimizing Cloud Networking Spend Gamifying the Cloud Cost Challenge: Fostering Engagement and Collaboration The Sustainability Aspect Relationship Between Cost and Sustainability Optimization Under FinOps Sustainability and Cloud Computing The Environmental Benefits of Cloud Computing The Carbon Footprint of Inefficient Cloud Use Measuring and Reporting Cloud Sustainability Key Sustainability Metrics Cloud Service Provider Sustainability Reporting Sustainable FinOps Practices Resource Optimization Techniques Selecting Green Cloud Service Providers Significance of Sustainability Chapter Summary References for Further Reading Chapter 7: Automation Automation Overview Balancing Automation with Developer Flexibility Cost Optimization Through Automation Best Practices for Minimizing Costs While Maximizing Automation Benefits Challenges to Optimizing Costs Through Automation Case Study: Improving Cost Savings by Moving from Manual to Automated Cleanup The Challenge: Manual Cleanup’s Limitations The Solution: Implementing Automated Cleanup Strategies The Results: Benefits of Automation Guidelines and Processes for Automated Cleanup Guidelines for the Most Effective Automated Cleanup Methods Automate Instance Type Restriction Enforcement Enforce Region-Based Provisioning with Control Policies Case Study: Automating Cloud Cost Optimization Through Collaboration and Guardrails Challenges Solutions Results Impact Idle Resource Pruning Automation Automation Mechanisms for Efficient Resource Management Automated Optimization Ideas to Remove Waste Automated Shutdown of Non-Production Resources During Off-Hours Strategies and Benefits of Automated Shutdown Create Cron Jobs to Schedule Resource Shutdown Automated Postmortem and Incident Response to Cost Spikes Challenges to Address for Automated Postmortem and Incident Response Systems Best Practices for Automated Postmortem Analysis and Incident Response Case Study: Proactive Cost Management with #Piggy-Bank and Incident Management Integration Background: Solution: Benefits: Results: Slack Case Study: Automated Ad Hoc Cost Alerts into Slack Channels Problem: Solution: Slack’s App: Chapter Summary References for Further Reading Chapter 8: Vendor Management The Importance of Vendor Management OpEx Impact of SaaS Subscription Costs Increasing Visibility into Vendor Costs Team Alignment and Collaboration Executive Leadership Alignment FinOps and Procurement Collaboration Team Education Build vs. Buy Eliminating Redundant Vendor Products Comprehensive Intake Forms for Procurement Teams Vendor Deal Strategy and Contract Negotiation Building an Effective Strategic Deal Strategy 1. Needs Assessment and Goal Setting 2. Market Research and Benchmarking 3. Executive Involvement Negotiating for Optimal Value Understanding Pricing Structures Contract Analysis and Negotiation Protecting Your Interests Exit Strategies and Risk Mitigations Communication Is Key Beyond the Basics Negotiating CSP Enterprise Discounts Avoiding and Managing Contract Overages Clear Usage Policies and Guidelines Tailoring Policies by Pricing Structure Monitoring and Tracking Mechanisms Automating Efficient License Management The Most Effective Methods for Automated License Administration Chapter Summary References for Further Reading Chapter 9: Reviewing Your FinOps Toolbox The 6-Factor FinOps Formula: Understanding the Flow from Start to Finish Cloud Cost Visibility: The Foundation for Informed Decisions Cloud Cost Insights: Transforming Data into Actionable Intelligence Cloud Cost Governance: Aligning Cloud Spending with Business Priorities Cloud Cost Optimization: Balancing Cost and Performance Vendor Management: Building Strategic Partnerships for Mutual Benefit Automation Framework: Streamlining for Efficiency and Scalability Road Map for Sustainable Cloud Financial Management The #Piggy-Bank Framework: Building Cost Awareness What does the #Piggy-Bank Framework entail? Real-World FinOps Success Story: Leveraging the 6-Factor FinOps Formula Embracing the 6-Factor FinOps Formula Cloud Cost Visibility: Shining a Light on Spending Cloud Cost Insights: Uncovering Hidden Opportunities Cloud Cost Governance: Shifting Accountability Cloud Cost Optimization: Continuous Improvement Automation: Efficiency Through Technology Vendor Management: Leveraging Usage Data for Better Deals Results: A Transformation Achieved Best Practices for Cloud Cost Management Cloud Cost Visibility Cloud Cost Insights Cloud Cost Governance and Culture Cloud Automation Cloud Cost Optimization Cloud Vendor Management Beyond Cost Reduction: The Comprehensive Scope of FinOps Moving Past Cost Reduction The FinOps Journey Begins with Costs Boosting Visibility and Accountability Informing Strategic Decisions Continuous Management Is the Key Building Sustainable Value: Securing Executive Buy-In for FinOps Beyond Cost Savings: A Holistic Approach to FinOps Value The 6-Factor FinOps Formula: A Holistic Vision Selling the Big Picture FinOps: A Strategic Imperative The Road Ahead Index
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