In the busy digital city of London, traffic changes every second. To solve the constant road chaos, Muneeb and Dawood created:
A system designed to deliver fast, smart, and accurate traffic insights.
Muneeb represented the entire city using a Graph Data Structure:
Every intersection → Node
Every road → Edge
Using this model, the system was able to:
Find shortest paths
Detect heavy traffic zones
Suggest alternative routes
Map real-time traffic flow
The graph ensured smooth and efficient navigation.
Dawood handled rapid traffic alerts using a Stack:
New alerts were pushed onto the stack
The latest (most urgent) alert was handled first (LIFO)
This helped the system react instantly to:
Sensor spikes
Accidents
Sudden road blocks
The stack ensured quick, priority-based alert processing.
Traffic sensors generate live data
Alerts are stacked and processed immediately
Graph updates road weights & finds best routes
System displays:
Real-time congestion
Smart path suggestions
Automated traffic summaries
The Real-Time Traffic Analysis System provided:
Faster and optimized routing
Live congestion monitoring
Smart decision support
Efficient city-wide movement
With Graph for navigation and Stack for alerts, Muneeb and Dawood built a smart, reliable, DS-powered real-time traffic analysis system that helps cities move smarter.