https://ramfaster.github.io/pc-iot-monitoring/IoT-based PC monitoring system using InfluxDB, Python, and Slack. 2026-04-23T13:46:52+09:00 KyleHyben https://ramfaster.github.io/pc-iot-monitoring/ Jekyll © 2026 KyleHyben /pc-iot-monitoring/assets/img/favicons/favicon.ico /pc-iot-monitoring/assets/img/favicons/favicon-96x96.png 2026-04-17T10:00:00+09:00 2026-04-17T10:00:00+09:00 https://ramfaster.github.io/pc-iot-monitoring/posts/conclusion/ KyleHyben

🎯 Overview This project started as a simple idea: Monitor PC hardware metrics. However, it evolved into a full data pipeline system that includes: Data collection Processing Storage Alerting Analytics 🏗️ What We Built [Collection] Telegraf + HWiNFO [Processing] Python Layer [Storage] InfluxDB + MySQL [Alert] Slack [Analytics] Metabase 🧠 Key Learnings 1. Monito...

2026-04-16T10:00:00+09:00 2026-04-16T10:00:00+09:00 https://ramfaster.github.io/pc-iot-monitoring/posts/troubleshooting/ KyleHyben

🎯 Overview Even with a well-designed system, real-world operations introduce unexpected issues. This post covers: Common failure scenarios Root cause analysis Practical debugging strategies 🧠 Troubleshooting Approach We follow a structured approach: 1. Detect issue 2. Identify affected layer 3. Trace data flow 4. Validate assumptions 5. Fix and monitor 🏗️ System Layers Un...

2026-04-15T10:00:00+09:00 2026-04-15T10:00:00+09:00 https://ramfaster.github.io/pc-iot-monitoring/posts/optimization-performance/ KyleHyben

🎯 Overview As the system grows, performance becomes critical. Without optimization, the system may face: High resource usage Slow query performance Storage overload Alert delays This post focuses on optimizing: Data ingestion Storage efficiency Query performance Processing layer 🏗️ Performance Architecture [Data Collection] ↓ [InfluxDB (Write-heavy)] ...

2026-04-14T10:00:00+09:00 2026-04-14T10:00:00+09:00 https://ramfaster.github.io/pc-iot-monitoring/posts/analytics-dashboard/ KyleHyben

🎯 Overview After building the data pipeline and alert system, the final step is to transform data into actionable insights. This post focuses on: KPI design Dashboard structure Insight generation Visualization using Metabase 🏗️ Analytics Architecture [InfluxDB (Raw Data)] ↓ [Python Aggregation Layer] ↓ [MySQL (Summary Data)] ↓ [Metabase Dashboard] ...

2026-04-13T10:00:00+09:00 2026-04-13T10:00:00+09:00 https://ramfaster.github.io/pc-iot-monitoring/posts/alert-system/ KyleHyben

🎯 Overview Collecting and storing data is not enough. The real value of a monitoring system comes from real-time alerts and anomaly detection. This post implements: Slack-based alert notifications Threshold-based alert rules Basic anomaly detection strategy 🏗️ Alert System Architecture [InfluxDB (Raw Data)] ↓ [Python Alert Engine] ↓ [Slack Webhook] ↓ [Use...