Enterprise Log Observability and Root-Cause Dashboard
Distributed log collector aggregating OpenTelemetry traces and correlate error spikes to deployment commits.
Project Overview
Aggregates logs from distributed microservices, correlates trace IDs across service boundaries, and uses log clustering algorithms to isolate root causes of HTTP 5xx error cascades. ### Practical Student Engineering Solution Fully functional hardware demonstration prototype equipped with dedicated microcontrollers, precision sensors, actuators, and an interactive cloud/mobile telemetry dashboard. ### Key Learning Outcomes - Embedded C / MicroPython firmware architecture and sensor interfacing - IoT telemetry protocols (MQTT / HTTP / BLE / LoRaWAN) - Power regulation, hardware debugging, and PCB design principles - Comprehensive technical documentation aligned with IEEE academic standards
Modern commercial and industrial infrastructure requires automated, real-time sensing and telemetry. Conventional manual monitoring suffers from high latency, human error, and lack of predictive fault visibility for Enterprise Log Observability and Root-Cause Dashboard.
A turnkey engineering prototype integrating high-precision sensor modules, dedicated microcontroller unit, and cloud telemetry protocols to automate measurement, trigger alert thresholds, and provide remote dashboard control.