Build a Cost Optimization Dashboard for Cloud Resources
Track and optimize cloud spending across AWS, Azure, or GCP using a unified dashboard that highlights underutilized resources, spending anomalies, and cost-saving recommendations.As cloud adoption grows, so do unexpected bills from unused instances, over-provisioned storage, or traffic surges. A cost optimization dashboard helps track usage patterns, forecast expenses, and find opportunities to reduce cloud waste.
Build a responsive dashboard that visualizes cloud resource usage and costs. Integrate billing APIs, apply cost-savings logic, and generate alerts for potential optimizations like unused VMs, expensive data transfers, or idle storage volumes.
Multi-Cloud Cost Tracking
Pull cost and usage data from AWS, Azure, and GCP billing APIs into a central view.
Resource Utilization Insights
Correlate usage metrics with cost data to detect over-provisioned or idle resources.
Anomaly Detection & Alerts
Set up alerts for budget breaches, sudden cost spikes, or unexpected service usage.
Optimization Recommendations
Provide tips like switching to reserved instances, downsizing VMs, or auto-shutdown scheduling.
The system periodically fetches billing and usage data from cloud providers. A backend engine processes the data and stores it for visualization and optimization logic. The frontend provides interactive charts and insights for decision-making.
- Data Sources: AWS Cost Explorer, Azure Consumption API, GCP Billing Catalog
- Backend: Node.js / Python for data collection and anomaly detection
- Database: PostgreSQL / MongoDB for storing usage metrics
- Frontend: React.js dashboard with charts, alerts, and filters
- Notifications: Slack / Email integration for cost alerts
Frontend
React.js, Chart.js / Recharts for interactive graphs and trends
Backend
Node.js with cron jobs or Python (Flask) with scheduler for data sync
APIs & Data
AWS Cost Explorer API, Azure Cost Management API, GCP Billing Export + BigQuery
Database & Alerting
MongoDB / PostgreSQL, NodeMailer / Slack Webhooks for notifications
1. Set Up API Access
Authenticate and connect to billing APIs for AWS, Azure, and GCP with proper credentials and scopes.
2. Build Data Sync Logic
Write scripts or background jobs that periodically fetch and store usage/cost data.
3. Develop Dashboard UI
Design cost charts by service, resource, and time; show trends and forecasts visually.
4. Add Alert Engine
Allow users to define cost thresholds, and trigger email/Slack alerts if breached.
5. Implement Optimization Engine
Analyze stored data and suggest downsizing, instance reservation, or service alternatives.
Take Control of Cloud Expenses
Build a powerful dashboard that gives businesses clear insights into cloud costs and helps them reduce unnecessary spend with actionable intelligence.
Let's Ace Your Assignments Together!
Whether it's Machine Learning, Data Science, or Web Development, Collexa is here to support your academic journey.
"Collexa transformed my academic experience with their expert support and guidance."
Alfred M. Motsinger
Computer Science Student
Get a Free Consultation
Reach out to us for personalized academic assistance and take the next step towards success.