Architecture Demo: Legacy vs. Cloud-Native
Strangler Fig Pattern • CQRS • Azure NoSQL
Live Benchmarking
This dashboard simulates the latency difference between a legacy SQL monolith and a decoupled Azure NoSQL read model. Click Run Head-to-Head Test below for a simultaneous stress test, or fetch from the databases individually to compare baseline execution times.
Legacy ERP Backend
On-Prem SQLite • Heavy SQL JOINs
Modern Azure Backend
NoSQL Read Model • O(1) Fetch
Latency vs. Throughput
In a single-request benchmark, network routing and physical distance often overshadow database execution time. A legacy system might occasionally win a 1-on-1 race simply due to favorable network conditions.
Why migrate to the cloud? Scale and concurrency. A relational monolith bottlenecks under high concurrent read-volume. A decoupled NoSQL read model guarantees thousands of simultaneous requests are served in O(1) time without degrading the primary write database.
O(1) Cloud Fetch Demonstration
Retrieve a single product instantly from the Azure NoSQL Read Model.
Tip: Run a Catalog Fetch above to generate clickable SKU recommendations.