Device Utilization Analytics

An offline-capable web service for analysing device performance and utilisation metrics from raw log files.

Device Utilization Analytics

Technical Overview

Built to process and visualise device logs in environments where internet connectivity is restricted or sensitive data cannot leave the network. The application runs entirely offline.

Raw device metrics are processed to calculate uptime, efficiency, and idle patterns. Results are presented through an interactive Python-based web interface with no external dependencies.

Project Outcomes

  • Fully offline-capable — designed for air-gapped or restricted network environments.
  • Processes raw log files to extract uptime, efficiency, and idle pattern metrics.
  • Interactive Plotly visualisations for identifying hardware performance trends.