Cloud Cost Optimisation

Getting value from your cloud spend, not just reducing costs.

11 min read Operations Guide
Kasun Wijayamanna
Kasun WijayamannaFounder, AI Developer - HELLO PEOPLE | HDR Post Grad Student (Research Interests - AI & RAG) - Curtin University
Cloud computing infrastructure and cost management

Cloud promised cost savings. Yet many organisations find cloud costs spiralling beyond expectations. The problem isn't cloud pricing—it's that cloud spending requires active management. Unlike fixed data centre costs, cloud costs scale with usage and poor choices compound quickly.

Common Sources of Waste

Studies consistently show 20-40% of cloud spend is wasted. Common causes:

Oversized Resources

Resources provisioned larger than needed. Servers sized for peak that rarely occurs. Memory or storage far exceeding actual use.

Idle Resources

Development environments running 24/7. Test servers never turned off. Orphaned resources from decommissioned applications.

Unattached Storage

Disks, snapshots, and backups from deleted servers. Storage growing without cleanup. Old data that should be archived or deleted.

Missing Reserved Pricing

Stable workloads running on-demand prices. Reserved instances or committed use discounts not applied to predictable usage.

Expensive Architectures

Lift-and-shift without optimisation. Missing auto-scaling. Using expensive services where cheaper alternatives exist.

Optimisation Strategies

Right-Sizing

Match resource size to actual usage. If a server averages 10% CPU, it's probably oversized. Cloud providers offer rightsizing recommendations based on usage patterns.

Reserved Instances / Committed Use

Commit to 1-3 year usage for significant discounts (20-70%). Apply to workloads with predictable, stable usage. Don't over-commit—reserved capacity that goes unused isn't saving money.

Spot/Preemptible Instances

Use discounted capacity (60-90% off) for fault-tolerant, flexible workloads. Batch processing, CI/CD, big data. Instances can be terminated with little notice.

Scheduling

Shut down non-production environments outside working hours. A development environment running only 10 hours/day saves 58%.

Auto-Scaling

Scale resources based on actual demand. Pay for peak only when peak actually occurs. Requires architecture that supports dynamic scaling.

Storage Tiering

Move cold data to cheaper storage tiers. Archive old data. Delete what's not needed. Automate lifecycle policies.

FinOps: Cloud Financial Management

FinOps is the practice of bringing financial accountability to cloud spending. It's not just about cutting costs—it's about getting value from cloud investments.

FinOps Principles

  • Visibility: Everyone sees cloud costs attributed to their work
  • Accountability: Teams own and optimise their cloud spend
  • Optimisation: Continuous improvement in cost efficiency
  • Collaboration: Finance, engineering, and business work together

Tagging Strategy

Tag all resources with owner, environment, project, cost centre. Tags enable cost allocation and accountability. Without tagging, you can't know who's spending what.

Budgets and Alerts

Set budgets per team, project, or environment. Alert when spending approaches limits. Prevent surprises rather than discovering them on monthly bills.

Regular Reviews

Weekly or monthly cost reviews. Identify anomalies and trends. Hold teams accountable for optimisation.

Cost Management Tools

Native Tools

AWS Cost Explorer, Azure Cost Management, Google Cloud Billing: Built-in cost visibility, recommendations, and budgeting.

Third-Party Platforms

CloudHealth, Spot.io, Kubecost: Multi-cloud visibility, advanced analytics, automation, optimisation recommendations.

Automation

Infrastructure as Code: Terraform, CloudFormation with cost-aware configurations. Automated scheduling, cleanup, and right-sizing.

Getting Started

  1. Establish visibility: Implement tagging, set up cost reporting
  2. Find quick wins: Idle resources, obvious rightsizing, missing scheduling
  3. Implement reserved pricing: For stable, predictable workloads
  4. Set up governance: Budgets, alerts, regular reviews
  5. Build accountability: Make teams responsible for their spend
  6. Continuous optimisation: Regular assessment and improvement

Cost vs. Value: The goal isn't minimum cost—it's maximum value. Sometimes spending more is correct if it delivers business value. Focus on cost efficiency, not just cost reduction.

Summary

Cloud cost optimisation requires ongoing attention, not one-time fixes. Implement visibility through tagging and reporting. Apply rightsizing, reserved pricing, and scheduling. Establish governance with budgets, alerts, and accountability.

Remember: 20-40% waste is common but not inevitable. The goal is getting value from cloud investments—which sometimes means spending more, not less—while eliminating true waste.