AI-Powered Cloud Architecture Platform
From Manual to Automated
AI that monitors your cloud resource usage, optimizes usage, and deploys architectures automatically.
Using a more efficient architecture, you would save 12.1K on your AWS bill. You have one new architecture candidate for your application that is ready to deploy.
Generated Architecture
Optimized for Cost & PerformanceLoad Balancer
2 EC2 auto-scaling
S3 Bucket
Static Website Hosting
Estimated Cost
$9,577/mo
-34.1%
Availability
99.8%
+12%
Uptime
100%
No Change
Cost & Performance
Monthly Estimated Cost
-34.1%
$9,577/mo
$12,100/mo
Availability
+12%
99.8%
88%
Performance Comparison
200.2 ms avg response time
99.9% uptime
Recommended Tags
CPU Usage Fluctuation
Memory Used Percentage
65%
Bytes Read (MB)
1,204
Bytes Write (MB)
876
Optimization Recommendations
- Scale down EC2 instances during off-peak hours (12:00 AM - 6:00 AM): CPU usage is consistently low during this period.
- Implement auto-scaling for memory: Memory usage shows periodic spikes that could be managed more efficiently with auto-scaling.
- Optimize database queries: High read/write operations suggest potential for query optimization to reduce load.
Estimated monthly savings: $2,350
> "I need a scalable e-commerce platform that can handle 10k concurrent users, with a Redis cache, database, and auto scaling group for Black Friday traffic."
Analyzing Request & Configuring Components
System is identifying key architectural components from your request.
Provisioning Redis Cache
A high-performance Redis cache is being provisioned for rapid data access.
Setting up Scalable Database
A robust, scalable database is being configured to handle transactional loads.
Configuring Auto-Scaling Group for 10k Users
The auto-scaling group is being configured to dynamically adjust for Black Friday traffic, targeting 10,000 concurrent users.
Scaling in progress...
Deployment Complete
Your scalable e-commerce architecture is provisioned and ready for Black Friday traffic.
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