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AWS Infrastructure Optimization and Scalable Data Processing Platform for Cybersecurity Analytics
  1. case
  2. AWS Infrastructure Optimization and Scalable Data Processing Platform for Cybersecurity Analytics

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AWS Infrastructure Optimization and Scalable Data Processing Platform for Cybersecurity Analytics

dataforest.ai
Information technology
Security

High Infrastructure Costs and Performance Bottlenecks in Data-Driven Cybersecurity Platform

The client's AWS infrastructure faced excessive monthly costs ($75K) while processing 30TB of data and storing raw data for 12 months. The platform required 2k+ QPS performance with 99.9% availability but struggled with scalability, redundancy, and cost efficiency. Existing managed services created performance limitations, and the ML startup needed failover capabilities for business continuity.

About the Client

Cybersecurity company specializing in identity fraud prevention and account access protection

Cost Reduction, Scalability Enhancement, and Performance Optimization

  • Reduce monthly infrastructure costs by 70% (from $75K to $22K)
  • Achieve 30% performance improvement over SLA requirements
  • Implement high-availability architecture with cross-region failover
  • Enable scalable data processing for 240B+ monthly entries

Infrastructure Modernization and Data Processing Optimization

  • Self-hosted PostgreSQL database migration from AWS RDS to EC2
  • Database sharding with horizontal scaling strategy
  • ETL pipeline optimization for reduced DB load
  • Cross-region master/slave replication for failover
  • Real-time data processing with Kafka and Redis streams

Cloud Infrastructure and Data Processing Stack

AWS EC2
PostgreSQL
Apache Kafka
Redis
Elasticsearch

Cloud Service and Monitoring Integrations

  • AWS CloudWatch
  • Prometheus/Grafana
  • CI/CD pipelines
  • Security monitoring tools

Operational Excellence Requirements

  • 99.99% system availability with automated failover
  • 2000+ queries per second capacity
  • Data encryption at rest and in transit
  • Cost-effective scaling to handle 30TB/month data growth
  • SOC 2 compliance for security controls

Significant Cost Savings and Enhanced Operational Efficiency

The optimized infrastructure will deliver $636K annual cost savings while exceeding performance SLAs by 30%. The new architecture will support 240B+ monthly data entries with improved redundancy, enabling real-time threat detection and predictive analytics capabilities. Cross-region failover will reduce downtime risk by 90%, ensuring continuous protection against identity fraud.

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