> For the complete documentation index, see [llms.txt](https://training.onedoggo.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://training.onedoggo.com/tech-sharing.md).

# 技術分享

- [喬叔帶你上手 Elastic Stack](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch.md)
- [前言](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/qian-yan.md)
- [Elastic Cloud 如何建立 Deployment](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elastic-cloud-ru-he-jian-li-deployment.md)
- [ES Node 的種類](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elastic-cloud-ru-he-jian-li-deployment/es-node-de-zhong-lei.md)
- [配置的選擇](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elastic-cloud-ru-he-jian-li-deployment/pei-zhi-de-xuan-ze.md)
- [Index 建立前你該知道的](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/index-jian-li-qian-ni-gai-zhi-dao-de.md)
- [ES Index 如何被建立](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/index-jian-li-qian-ni-gai-zhi-dao-de/es-index-ru-he-bei-jian-li.md)
- [ES 的超前佈署 - Dynamic Mapping](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/index-jian-li-qian-ni-gai-zhi-dao-de/es-de-chao-qian-bu-shu-dynamic-mapping.md)
- [ES 的超前佈署 - Index Template](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/index-jian-li-qian-ni-gai-zhi-dao-de/es-de-chao-qian-bu-shu-index-template.md)
- [ES Index 的別名 (Alias)](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/index-jian-li-qian-ni-gai-zhi-dao-de/es-index-de-bie-ming-alias.md)
- [管理你的 Index - Kibana Index](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/index-jian-li-qian-ni-gai-zhi-dao-de/guan-li-ni-de-index-kibana-index.md)
- [管理 Index 的 Best Practices](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/guan-li-index-de-best-practices.md)
- [Shard 的數量與 Rollover & Shrink API](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/guan-li-index-de-best-practices/shard-de-shu-liang-yu-rollover-shrink-api.md)
- [三溫暖架構 - Hot Warm Cold Architecture](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/guan-li-index-de-best-practices/san-wen-nuan-jia-gou-hot-warm-cold-architecture.md)
- [Index Lifecycle Management (ILM)](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/guan-li-index-de-best-practices/index-lifecycle-management-ilm.md)
- [Rollup](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/guan-li-index-de-best-practices/rollup.md)
- [Transform](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/guan-li-index-de-best-practices/transform.md)
- [Snapshot Lifecycle Management (SLM)](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/guan-li-index-de-best-practices/snapshot-lifecycle-management-slm.md)
- [總結](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/guan-li-index-de-best-practices/zong-jie.md)
- [Elastic Cloud 比免費版還多的功能](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elastic-cloud-bi-mian-fei-ban-huan-duo-de-gong-neng.md)
- [Elastic Stack 的方案比較與銷售方式](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elastic-cloud-bi-mian-fei-ban-huan-duo-de-gong-neng/elastic-stack-de-fang-an-bi-jiao-yu-xiao-shou-fang-shi.md)
- [Centralized Beats Management](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elastic-cloud-bi-mian-fei-ban-huan-duo-de-gong-neng/centralized-beats-management.md)
- [Centralized Pipeline Management](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elastic-cloud-bi-mian-fei-ban-huan-duo-de-gong-neng/centralized-pipeline-management.md)
- [Watcher](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elastic-cloud-bi-mian-fei-ban-huan-duo-de-gong-neng/watcher.md)
- [Elasticsearch Token Service](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elastic-cloud-bi-mian-fei-ban-huan-duo-de-gong-neng/elasticsearch-token-service.md)
- [Multi-stack monitoring & Automatic stack issue alerts](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elastic-cloud-bi-mian-fei-ban-huan-duo-de-gong-neng/multi-stack-monitoring-and-automatic-stack-issue-alerts.md)
- [向 App Search 學習怎麼用 Elasticsearch](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/xiang-app-search-xue-xi-zen-mo-yong-elasticsearch.md)
- [揭開 App Search 的面紗](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/xiang-app-search-xue-xi-zen-mo-yong-elasticsearch/jie-kai-app-search-de-mian-sha.md)
- [Engine 的 Index Settings 篇](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/xiang-app-search-xue-xi-zen-mo-yong-elasticsearch/engine-de-index-settings-pian.md)
- [Engine 的 Mapping 篇](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/xiang-app-search-xue-xi-zen-mo-yong-elasticsearch/engine-de-mapping-pian.md)
- [Engine 的 Search 基礎剖析篇](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/xiang-app-search-xue-xi-zen-mo-yong-elasticsearch/engine-de-search-ji-chu-pou-xi-pian.md)
- [Engine 的 Search 進階剖析篇](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/xiang-app-search-xue-xi-zen-mo-yong-elasticsearch/engine-de-search-jin-jie-pou-xi-pian.md)
- [Elasticsearch 的優化技巧](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elasticsearch-de-you-hua-ji-qiao.md)
- [Indexing 索引效能優化](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elasticsearch-de-you-hua-ji-qiao/indexing-suo-yin-xiao-neng-you-hua.md)
- [Searching 搜尋效能優化](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elasticsearch-de-you-hua-ji-qiao/searching-sou-xun-xiao-neng-you-hua.md)
- [Index 的儲存空間最佳化](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elasticsearch-de-you-hua-ji-qiao/index-de-chu-cun-kong-jian-zui-jia-hua.md)
- [Shard 的最佳化管理](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/elasticsearch-de-you-hua-ji-qiao/shard-de-zui-jia-hua-guan-li.md)
- [完賽心得](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elasticsearch/wan-sai-xin-de.md)
- [喬叔帶你上手 Elastic Stack - 探索與實踐 Observability 系列](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability.md)
- [前言 & 淺談 Observability](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/qian-yan-qian-tan-observability.md)
- [Elastic 的 Observability 解決方案](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/elastic-de-observability-jie-jue-fang-an.md)
- [Uptime - 掌握系統的生命徵象](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/uptime-zhang-wo-xi-tong-de-sheng-ming-zhi-xiang.md)
- [我們要觀測的生命徵象是什麼？](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/uptime-zhang-wo-xi-tong-de-sheng-ming-zhi-xiang/wo-men-yao-guan-ce-de-sheng-ming-zhi-xiang-shi-shen-mo.md)
- [使用 Heartbeat 收集系統生命徵象數據](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/uptime-zhang-wo-xi-tong-de-sheng-ming-zhi-xiang/shi-yong-heartbeat-shou-ji-xi-tong-sheng-ming-zhi-xiang-shu-ju.md)
- [透過 Kibana 觀看心電圖及設定警報](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/uptime-zhang-wo-xi-tong-de-sheng-ming-zhi-xiang/tou-guo-kibana-guan-kan-xin-dian-tu-ji-she-ding-jing-bao.md)
- [使用合成監控 (Synthetics Monitor) 從使用者情境驗證服務的運作狀態](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/uptime-zhang-wo-xi-tong-de-sheng-ming-zhi-xiang/shi-yong-he-cheng-jian-kong-synthetics-monitor-cong-shi-yong-zhe-qing-jing-yan-zheng-fu-wu-de-yun-zu.md)
- [Metrics - 觀察系統的健康指標](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/metrics-guan-cha-xi-tong-de-jian-kang-zhi-biao.md)
- [Metrics 與 Metricbeat 的基本介紹](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/metrics-guan-cha-xi-tong-de-jian-kang-zhi-biao/metrics-yu-metricbeat-de-ji-ben-jie-shao.md)
- [使用 Metricbeat 掌握 Elastic Stack 的健康狀態](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/metrics-guan-cha-xi-tong-de-jian-kang-zhi-biao/shi-yong-metricbeat-zhang-wo-elastic-stack-de-jian-kang-zhuang-tai.md)
- [使用 Metricbeat 掌握 Infrastructure 的健康狀態 Host 篇](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/metrics-guan-cha-xi-tong-de-jian-kang-zhi-biao/shi-yong-metricbeat-zhang-wo-infrastructure-de-jian-kang-zhuang-tai-host-pian.md)
- [使用 Metricbeat 掌握 Infrastructure 的健康狀態 Docker 篇](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/metrics-guan-cha-xi-tong-de-jian-kang-zhi-biao/shi-yong-metricbeat-zhang-wo-infrastructure-de-jian-kang-zhuang-tai-docker-pian.md)
- [使用 Metricbeat 掌握 Infrastructure 的健康狀態 Kubernetes 篇](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/metrics-guan-cha-xi-tong-de-jian-kang-zhi-biao/shi-yong-metricbeat-zhang-wo-infrastructure-de-jian-kang-zhuang-tai-kubernetes-pian.md)
- [使用 Metricbeat 掌握 Infrastructure 的健康狀態 AWS 篇](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/metrics-guan-cha-xi-tong-de-jian-kang-zhi-biao/shi-yong-metricbeat-zhang-wo-infrastructure-de-jian-kang-zhuang-tai-aws-pian.md)
- [Logs - 挖掘系統內部發生的狀況](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/logs-wa-jue-xi-tong-nei-bu-fa-sheng-de-zhuang-kuang.md)
- [Logs 與 Filebeat 的基本介紹](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/logs-wa-jue-xi-tong-nei-bu-fa-sheng-de-zhuang-kuang/logs-yu-filebeat-de-ji-ben-jie-shao.md)
- [使用 Filebeat 應該要了解的設計細節與原理](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/logs-wa-jue-xi-tong-nei-bu-fa-sheng-de-zhuang-kuang/shi-yong-filebeat-ying-gai-yao-liao-jie-de-she-ji-xi-jie-yu-yuan-li.md)
- [透過 Filebeat 收集 Elastic Stack 中各種服務的細節資訊](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/logs-wa-jue-xi-tong-nei-bu-fa-sheng-de-zhuang-kuang/tou-guo-filebeat-shou-ji-elastic-stack-zhong-ge-zhong-fu-wu-de-xi-jie-zi-xun.md)
- [透過 Filebeat 收集 Infrastructure 中各種服務的細節資訊](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/logs-wa-jue-xi-tong-nei-bu-fa-sheng-de-zhuang-kuang/tou-guo-filebeat-shou-ji-infrastructure-zhong-ge-zhong-fu-wu-de-xi-jie-zi-xun.md)
- [Traces - 觀察應用程式的效能瓶頸](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/traces-guan-cha-ying-yong-cheng-shi-de-xiao-neng-ping-jing.md)
- [Elastic APM 基本介紹](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/traces-guan-cha-ying-yong-cheng-shi-de-xiao-neng-ping-jing/elastic-apm-ji-ben-jie-shao.md)
- [使用 APM-Integratoin-Testing 建立 Elastic APM 的模擬環境](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/traces-guan-cha-ying-yong-cheng-shi-de-xiao-neng-ping-jing/shi-yong-apmintegratointesting-jian-li-elastic-apm-de-mo-ni-huan-jing.md)
- [如何在 Kibana 使用 APM UI](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/traces-guan-cha-ying-yong-cheng-shi-de-xiao-neng-ping-jing/ru-he-zai-kibana-shi-yong-apm-ui.md)
- [使用 APM Server 來收集 APM 數據](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/traces-guan-cha-ying-yong-cheng-shi-de-xiao-neng-ping-jing/shi-yong-apm-server-lai-shou-ji-apm-shu-ju.md)
- [透過 APM Agents 收集並傳送後端服務運作的記錄](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/traces-guan-cha-ying-yong-cheng-shi-de-xiao-neng-ping-jing/tou-guo-apm-agents-shou-ji-bing-chuan-song-hou-duan-fu-wu-yun-zuo-de-ji-lu.md)
- [透過真實使用者監控 (RUM, Real User Monitoring) 來改善使用者體驗](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/traces-guan-cha-ying-yong-cheng-shi-de-xiao-neng-ping-jing/tou-guo-zhen-shi-shi-yong-zhe-jian-kong-rum-real-user-monitoring-lai-gai-shan-shi-yong-zhe-ti-yan.md)
- [建立結構化的 Log](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/jian-li-jie-gou-hua-de-log.md)
- [Elastic Common Schema 結構化 Log 的規範](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/jian-li-jie-gou-hua-de-log/elastic-common-schema-jie-gou-hua-log-de-gui-fan.md)
- [Elasticsearch Ingest Pipeline 資料 Index 前的轉換好幫手](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/jian-li-jie-gou-hua-de-log/elasticsearch-ingest-pipeline-zi-liao-index-qian-de-zhuan-huan-hao-bang-shou.md)
- [基本介紹](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/jian-li-jie-gou-hua-de-log/elasticsearch-ingest-pipeline-zi-liao-index-qian-de-zhuan-huan-hao-bang-shou/ji-ben-jie-shao.md)
- [各種常用的 Processor](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/jian-li-jie-gou-hua-de-log/elasticsearch-ingest-pipeline-zi-liao-index-qian-de-zhuan-huan-hao-bang-shou/ge-zhong-chang-yong-de-processor.md)
- [Enrich 資料與例外處理](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/jian-li-jie-gou-hua-de-log/elasticsearch-ingest-pipeline-zi-liao-index-qian-de-zhuan-huan-hao-bang-shou/enrich-zi-liao-yu-li-wai-chu-li.md)
- [有效的使用 Observability 的資料](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/you-xiao-de-shi-yong-observability-de-zi-liao.md)
- [透過 Machine Learning 發現異常的問題](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/you-xiao-de-shi-yong-observability-de-zi-liao/tou-guo-machine-learning-fa-xian-yi-chang-de-wen-ti.md)
- [使用 Kibana Alerts 主動通知異常狀況](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/you-xiao-de-shi-yong-observability-de-zi-liao/shi-yong-kibana-alerts-zhu-dong-tong-zhi-yi-chang-zhuang-kuang.md)
- [資料的生命週期管理](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/you-xiao-de-shi-yong-observability-de-zi-liao/zi-liao-de-sheng-ming-zhou-qi-guan-li.md)
- [使用 Elastic Observability 追縱及觀察問題的心得](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/you-xiao-de-shi-yong-observability-de-zi-liao/shi-yong-elastic-observability-zhui-zong-ji-guan-cha-wen-ti-de-xin-de.md)
- [完賽心得](https://training.onedoggo.com/tech-sharing/uncle-joe-teach-es-elastc-observability/wan-sai-xin-de.md)
- [Elasticsearch 技術分享小品](https://training.onedoggo.com/tech-sharing/elasticsearch-tech-sharing.md)
- [Elastic 與 AI](https://training.onedoggo.com/tech-sharing/elasticsearch-tech-sharing/elastic-and-ai.md)
- [Elasticsearch Inference API 讓我們直接在 ES 裡運用 OpenAI Completion API](https://training.onedoggo.com/tech-sharing/elasticsearch-tech-sharing/elastic-and-ai/elasticsearch-inference-api-invoke-openai-completion-api.md)
- [演講](https://training.onedoggo.com/tech-sharing/talks.md)
- [2025.11 Elastic Days Taiwan](https://training.onedoggo.com/tech-sharing/talks/2025.11-elastic-days-taiwan.md)
- [線上分享](https://training.onedoggo.com/tech-sharing/online-sharing.md)
- [2021.05 喬叔 Elasticsearch Index 管理與效能優化技巧](https://training.onedoggo.com/tech-sharing/online-sharing/2021.05-qiao-shu-elasticsearch-index-guan-li-yu-xiao-neng-you-hua-ji-qiao.md)
- [2022.05 Elastic Certification 認證經驗分享](https://training.onedoggo.com/tech-sharing/online-sharing/2022.05-elastic-certification-ren-zheng-jing-yan-fen-xiang.md)
- [2024.05 淺淡 Elasticsearch 的運作原理](https://training.onedoggo.com/tech-sharing/online-sharing/2025-05-a-brief-explanation-of-how-elasticsearch-works.md)
- [工作坊](https://training.onedoggo.com/tech-sharing/gong-zuo-fang.md)
- [如何在 Elasticsearch 實現敏捷的資料建模與管理 @ DevOpsDays 2023](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/devopsdays-taipei-2023.md)
- [工作坊實作內容](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/devopsdays-taipei-2023/gong-zuo-fang-shi-zuo-nei-rong.md): DevOpsDays Taipei 2023 工作坊 - 如何在 Elasticsearch 實現敏捷的資料建模與管理
- [Elastic Observability 實作體驗坊 @ DevOpsDays 2022](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/devopsdays-taipei-2022.md)
- [行前準備](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/devopsdays-taipei-2022/preparation.md): Elastic Observability 實作體驗營 @ DevOpsDays Taipei 2022
- [工作坊實作內容](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/devopsdays-taipei-2022/workshop-scripts.md): Elastic Observability 實作體驗營 @ DevOpsDays Taipei 2022
- [當 Elasticsearch 搜尋引擎遇上 AI @ HelloWordDevConference 2024](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/hwdc2024.md)
- [投影片](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/hwdc2024/slides.md)
- [Elasticsearch 環境準備](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/hwdc2024/prepare-elasticsearch-environment.md)
- [Google Colab 環境準備](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/hwdc2024/prepare-colab-environment.md)
- [工作坊操作說明](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/hwdc2024/workshop-instruction.md)
- [ElasticSearch Relevance Engine (ESRE)](https://training.onedoggo.com/tech-sharing/gong-zuo-fang/hwdc2024/elasticsearch-relevance-engine.md)
- [Elastic Stack 版本升級記錄](https://training.onedoggo.com/tech-sharing/elastic-stack-version-upgrade.md)
- [Elasticsearch](https://training.onedoggo.com/tech-sharing/elastic-stack-version-upgrade/elasticsearch.md): 主要記錄 基礎實務班 與 進階運維班 有關的內容變化