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Development of Scalable Data Query Microservice and Visualization Dashboard for Cybersecurity Platform
  1. case
  2. Development of Scalable Data Query Microservice and Visualization Dashboard for Cybersecurity Platform

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Development of Scalable Data Query Microservice and Visualization Dashboard for Cybersecurity Platform

altoroslabs.com
Security
Information technology

Challenges in Scalable Data Processing and Real-Time Risk Visualization

The client faced difficulties scaling their monolithic architecture to handle massive API connection data volumes while maintaining stable performance. They required real-time risk prioritization visualization across 300+ metrics without overlapping data representations, alongside meeting tight deadlines for investor-ready feature delivery.

About the Client

US-based cybersecurity startup specializing in data science-driven infrastructure monitoring and anomaly detection

Key Objectives for Microservice Development

  • Build a scalable data query microservice for behavioral analysis and anomaly detection
  • Ensure uninterrupted performance at 6.8M+ events per minute throughput
  • Develop comprehensive UI for multi-metric visualization and risk prioritization
  • Establish agile delivery cycles for bi-weekly feature releases

Core System Capabilities and Features

  • High-throughput data ingestion microservice
  • Dynamic risk scoring and classification engine
  • Interactive dashboard with 300+ metric visualization
  • Time-based risk trend analysis (30min/2hr/24hr)
  • 86-filter analytics sorting capability
  • API behavior monitoring and microsegmentation

Technology Stack Requirements

Apache Kafka
Apache Druid
Event-driven architecture

System Integration Needs

  • Existing infrastructure monitoring systems
  • Enterprise API ecosystems

Operational Requirements

  • Horizontal scalability
  • 6.8M+ events/min throughput
  • Fault-tolerant architecture
  • Real-time data processing
  • Enterprise-grade security

Expected Business Impact of Enhanced Cybersecurity Platform

Enables $100M+ Series A funding readiness through accelerated feature delivery cycles, establishes market differentiation via unparalleled real-time analytics capabilities, supports enterprise-scale adoption through elastic architecture, and enhances investor confidence with proven technical viability and rapid time-to-market execution.

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