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Performance Optimization

Rescuing a Failing Waste Management Platform

Rescued a crashing waste management platform serving multiple clients by identifying performance bottlenecks and implementing an emergency microservices architecture, preventing business collapse.

March 2024
WasteTrack Solutions
2 months (Emergency Phase)
4 Senior Engineers

Overview

Rescued a crashing waste management platform serving multiple clients by identifying performance bottlenecks and implementing an emergency microservices architecture, preventing business collapse.

Industry

Waste Management

Offering

Emergency Performance Rescue & Microservices Migration

Business Challenges

WasteTrack Solutions was in a critical situation that threatened their entire business model:

  • System Crashes: The platform crashed whenever more than 3 clients used it simultaneously, making it impossible to onboard new customers
  • Revenue Loss: Unable to grow beyond 3 clients despite having a strong sales pipeline of 15+ potential customers
  • Client Churn Risk: Existing clients were experiencing frequent downtime and considering alternative solutions
  • Competitive Pressure: Competitors were actively targeting their frustrated client base
  • Time Constraints: The business couldn't afford extended downtime for a complete rebuild - they needed a solution NOW
  • Resource Limitations: Limited budget for infrastructure scaling without guaranteed ROI

Business Requirements

The client had three critical requirements:

  • Immediate Stability: Stop the crashes and make the system usable for at least 10 concurrent clients within weeks, not months
  • Fast Solution: Implement a quick fix that works NOW, with optimization coming later once the business stabilizes
  • Cost-Effective: Minimize infrastructure costs while solving the immediate crisis - they needed proof of concept before major investment
  • Zero Downtime Migration: Couldn't afford to shut down operations for existing clients during the fix
  • Scalability Path: The solution needed to provide a clear path to handle 50+ clients in the future

Key Results

3 → 15+Client Capacity
85% FasterResponse Time
99.9% ReductionSystem Crashes
+40% OnlyInfrastructure Cost

The Challenge

When WasteTrack Solutions approached us, they were in crisis mode. Their Symfony monolithic application, deployed on EC2, was failing catastrophically. The waste management business automation software handled everything from route optimization to billing, but it simply couldn't support more than 3 simultaneous clients without crashing.

The technical challenges were severe:

  • A tightly-coupled monolithic architecture where one slow component affected the entire system
  • Specific API groups consuming 85%+ of server resources (memory and CPU)
  • Even vertical scaling (upgrading EC2 instances) didn't solve the problem - it was an architectural issue
  • No proper monitoring or resource utilization tracking in place
  • Database queries causing cascading performance degradation
  • Critical business operations (route planning, real-time tracking) becoming unusable during peak hours

The business impact was devastating - they had essentially hit a hard wall at 3 clients and couldn't grow without solving this fundamental problem.

Our Solution

We implemented a strategic emergency response plan focused on rapid stabilization through selective microservices extraction:

Phase 1: Rapid Diagnosis (Week 1)

  • Deployed comprehensive monitoring across all API endpoints using AWS CloudWatch and custom profiling
  • Analyzed resource utilization patterns for every API call under load
  • Identified the critical "resource hog" APIs - a group of 12 endpoints responsible for 85% of resource consumption
  • These endpoints handled real-time route optimization, waste collection scheduling, and GPS tracking data processing

Phase 2: Microservice Extraction (Weeks 2-4)

  • Built a new high-performance Node.js microservice specifically for the resource-intensive API group
  • Leveraged Node.js's event-driven architecture and superior concurrent request handling for I/O-heavy operations
  • Implemented connection pooling and query optimization for database operations
  • Deployed the microservice in a separate EC2 instance with independent scaling
  • Created a dual-routing system allowing gradual client migration

Phase 3: Controlled Migration (Weeks 5-6)

  • Migrated clients one-by-one to the new microservice with 24/7 monitoring
  • Validated performance improvements after each migration
  • Kept the Symfony monolith handling other operations during transition
  • Implemented automatic failover mechanisms

Phase 4: Auto-Scaling & Optimization (Weeks 7-8)

  • Configured AWS Auto Scaling for the Node.js microservice based on CPU and memory metrics
  • Fine-tuned scaling policies to handle traffic spikes during morning route planning hours
  • Optimized the remaining Symfony application for better resource management

Implementation

1. Performance Profiling & Analysis

Deployed comprehensive monitoring tools and conducted deep-dive analysis of all 150+ API endpoints. Identified 12 critical endpoints consuming 85% of resources through memory profiling, CPU analysis, and database query logging. Created detailed resource utilization maps showing exact bottlenecks.

2. Node.js Microservice Development

Built a production-ready Node.js microservice with Express.js framework, implementing the 12 resource-intensive APIs with optimized algorithms. Added connection pooling for PostgreSQL, implemented caching layers with Redis, and built comprehensive error handling and logging.

3. Zero-Downtime Migration Strategy

Created a smart routing layer that could direct traffic to either the old Symfony endpoints or new Node.js microservice. Migrated clients individually with extensive monitoring - starting with the smallest client for testing, then progressively larger ones. Each migration was validated over 48 hours before proceeding.

4. Auto-Scaling Configuration

Implemented AWS Auto Scaling Groups with custom CloudWatch metrics. Configured scale-out triggers at 70% CPU or 75% memory utilization, scale-in after 15 minutes below 30%. Set minimum 2 instances for high availability and maximum 10 instances with cost caps.

Key Features

  • Real-time Performance Monitoring Dashboard
  • Intelligent Request Routing System
  • Auto-scaling Microservices Architecture
  • Zero-downtime Client Migration
  • Resource Utilization Analytics
  • Failover & High Availability Setup
  • Cost Optimization Monitoring
  • Performance Alerting System

Results & Impact

  • Eliminated system crashes - achieved 99.9% uptime from previous 60% availability
  • Increased client capacity from 3 to 15+ concurrent users without performance degradation
  • Reduced average API response time by 85% (from 4.2s to 0.6s for critical endpoints)
  • Enabled the business to onboard 12 new clients in 3 months, increasing revenue by 400%
  • Infrastructure costs increased only 40% while supporting 5x more clients (300% better cost efficiency)
  • Improved customer satisfaction scores from 2.1/5 to 4.6/5
  • Prevented estimated $500K in potential revenue loss from client churn

Actinode Solution Approach

Actinode's emergency response team took a pragmatic, business-first approach that saved WasteTrack Solutions from potential bankruptcy:

Strategic Decision-Making: Rather than pushing for a complete rewrite (which would take 6+ months), we identified the exact problem areas and surgically extracted them into a microservice. This "strangler fig" approach allowed the business to continue operating while we modernized the critical components.

Technology Selection: We chose Node.js for the microservice because:

  • Superior handling of concurrent I/O operations (perfect for GPS tracking and real-time data)
  • Faster development cycle for meeting urgent timelines
  • Better resource efficiency for the specific use case
  • Team expertise allowing rapid, quality development

Business-Aligned Execution: We understood that perfection was the enemy of survival. The goal wasn't to build the perfect architecture - it was to keep the business alive and growing. We delivered a working solution in 8 weeks that immediately unlocked revenue growth, then continued optimization in subsequent phases.

Risk Management: Our one-by-one client migration approach meant that if something went wrong, only one client would be affected while others remained stable. This risk mitigation was crucial for maintaining business operations during the transition.

Business Benefits

  • Immediate Crisis Resolution: Stopped system crashes within 6 weeks, preventing imminent business failure
  • Revenue Growth Unlocked: Ability to onboard new clients increased monthly revenue by 400% within 3 months
  • Competitive Advantage: Fast, reliable system became a key differentiator in sales conversations
  • Cost Efficiency: Achieved 300% better cost-per-client ratio through smart scaling
  • Customer Retention: Prevented estimated $500K loss from potential client churn
  • Market Confidence: Demonstrated ability to scale, attracting investor interest
  • Foundation for Growth: Created architecture that can scale to 100+ clients with further optimization
  • Operational Efficiency: Reduced support tickets by 75% due to improved system reliability

Technologies Used

Node.jsExpress.jsPHPSymfonyPostgreSQLRedisAWS EC2AWS Auto ScalingCloudWatchAngularNginx

Conclusion

This project exemplifies Actinode's ability to deliver rapid, high-impact solutions under extreme pressure. By focusing on the 20% of code causing 80% of the problems, we rescued a failing business and transformed it into a growth engine. WasteTrack Solutions went from being unable to serve more than 3 clients to confidently handling 15+ clients with room to scale to 50+. The key to success was understanding that the business needed a lifeline, not perfection. Our pragmatic microservices approach provided immediate relief while establishing a foundation for long-term architectural improvement.

Future Enhancements

Phase 2 infrastructure optimization is currently underway, focusing on complete migration to containerized microservices, database optimization, and cost reduction through reserved instances and spot instances for non-critical workloads.

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