工讀 · 甄選會Work-Study
Log 資料分析（ELK）Log Analytics (ELK)
以 Elastic Stack 分析甄選會 Log，建立可視化儀表板與查詢流程。Used the Elastic Stack to analyze admissions-committee logs with dashboards and query pipelines.
概述Overview
使用 ELK（Elasticsearch、Logstash、Kibana）分析大學甄選入學委員會的 Log 檔，建立資料攝取、可視化儀表板與查詢流程，協助掌握系統運作狀況。Used ELK (Elasticsearch, Logstash, Kibana) to analyze admissions-committee logs, building ingestion, visualization dashboards, and query pipelines to monitor system behavior.
重點Highlights
- Logstash 資料攝取。Logstash ingestion.
- Elasticsearch 索引。Elasticsearch indexing.
- Kibana 可視化儀表板。Kibana visualization dashboards.
- 查詢與狀態監控。Querying and status monitoring.