LGTM Stack for Monitoring using Loki, Grafana, Tempo & Mimir Год выпуска: 2024 Производитель: Udemy Сайт производителя: https://www.udemy.com/course/grafana-lgtm-stack-for-monitoring-metrics-logs-and-traces/ Автор: Muthukumar Subramanian Продолжительность: ~9h3m Тип раздаваемого материала: Видеоурок Язык: Английский Описание: Unlock the full potential of the Grafana LGTM Stack—Loki, Grafana, Tempo, and Mimir—and master the art of monitoring, visualizing, and troubleshooting complex systems. This course is designed to equip you with in-demand skills in observability, helping you monitor metrics, aggregate logs, and trace distributed systems efficiently. What You’ll Learn Build, customize, and optimize Grafana dashboards for effective data visualization. Configure and integrate Loki for log aggregation and Tempo for distributed tracing. Leverage Mimir for long-term metric storage and advanced analytics. Master Grafana panel options, transformations, and query expressions. Troubleshoot systems by analyzing metrics, logs, and traces in real-world scenarios. Course Highlights Explore hands-on examples and practical scenarios to implement observability in modern infrastructures. Learn how Prometheus, InfluxDB, Loki, and Tempo work seamlessly within Grafana to help you monitor, analyze, and optimize performance. Dive into advanced visualization options like Heatmaps, Pie Charts, Node Graphs, and more, while gaining insights into powerful transformations and data filtering. This course includes over 125 in-depth lectures across key topics like visualization, data sources, transformations, and Grafana setup. Whether you’re a beginner or an experienced professional, you’ll gain actionable knowledge and practical expertise to implement the Grafana LGTM Stack in real-world projects. By the end of this course, you’ll be confident in monitoring systems, creating stunning dashboards, aggregating logs, and tracing distributed systems, enabling you to enhance system performance and reliability effectively. Enroll now to take your observability skills to the next level!
Содержание
01:46 LGTM Stack Introduction and Benefits 03:28 LGTM Stack Usecases Summary 03:44 Grafana Cloud Introduction 04:33 05:40 Grafana First Dashboard 07:26 Panel Configuration 04:18 Panel Configuration - Tool Tip 04:25 Panel Configuration - Legend 02:59 Panel Configuration - Axis 06:49 Panel Configuration - Graph Styles 05:42 Panel Configuration - Standard Options 06:07 Panel Configuration - Data Links 03:50 Panel Configuration - Value Mapping 05:41 Panel Configuration - Thresholds 05:19 Panel Configuration - Override 03:02 Grafana Dashboard and Panels 11 вопросов Dashboard Section - Introduction 04:01 Dashboard Create and Update 06:05 Dashboard Time Range 05:36 04:11 Dashboard Reports 03:43 Dashboard Variables 07:53 Dashboards in Detail 10 вопросов Visualization Introduction 04:53 Time Series Introduction 04:20 Query in Time Series Data 08:54 Time Series Customization 06:58 Bar Chart Introduction 05:04 05:58 Gauge Visualization 03:09 Gauge Visualization Options 04:56 Bar Gauge Introduction 01:56 Pie Chart Introduction 05:14 Pie Chart Options 03:55 Stat Visualization 03:21 Stat Options 05:09 Value Mappings 05:15 Threshold Options 03:50 Field Override 04:58 Query and Transformations 05:25 Table Visualization 06:33 Table Visualization Options By Example 07:24 Grafana Visualization Part I 20 вопросов Heatmap Visualization 05:59 Histogram Visualization 04:42 Logs Visualization 07:05 Text Visualization 03:30 Geomap Visualization 03:57 Candlestick Visualization 04:03 Canvas Visualization 07:03 Flame Graph Visualization 04:13 Alert List Visualization 05:18 Annotations List Visualization 03:08 Dashboard List Visualization 04:56 News Feed Visualization 01:36 Node Graph Visualization 04:50 State Timeline Visualization 04:43 Status History Visualization 04:01 Traces Visualization 03:24 Grafana Visualization Part II 16 вопросов Data Source Introduction 04:04 Prometheus Introduction 05:35 Prometheus Query Editor 09:43 InfluxDB Introduction and Configuration 05:50 Influx Query Editor 06:15 PostgreSQL Data Source 05:33 MySQL Data Source 05:53 Loki Data Source Introduction 03:30 Loki Query Editor 05:03 Jaeger Data Source 03:57 Tempo Data Source 04:55 Tempo Query Editor 03:44 Graphite Data Source 04:43 Pyroscope Data Source 04:16 Test Data Data Source 02:24 Zipkin Data Source 03:27 Alert Manager Data Source 02:14 Data Source Open TSDB 03:29 Data Source Elastic Search 06:06 Data Sources 19 вопросов Query Expression and Transformation Introduction 04:52 Query Expressions 08:06 Transformations Introduction 02:14 Transformations Basic Demo 02:29 06:20 Transformation Concatenate Fields 03:31 Convert Field Type 04:15 Extract Fields Transformation 03:28 Lookup Fields From Resources 03:31 Filter Data By Query RefId 02:30 Filter Data By Values 03:13 Filter Fields By Name 02:02 Format String Transformation 03:38 Time Format Transformation 02:10 Group By Transformation 02:33 Grouping to Matrix Transformation 02:19 Group to Nested Tables 02:30 Histogram Transformation 03:15 Join By Field Transformation 02:17 Join By Labels Transformation 01:45 Labels To Fields Transformation 02:56 Limit Transformation 01:40 Merge Series-Tables Transformation 02:43 Organize Fields By Name 03:09 Partition By Values 03:27 Reduce Transformation 03:22 Rename By Regex Transformation 02:52 Rows to Fields Transformation 02:21 Sort By Transformation 01:33 Spatial Transformation 04:15 Transpose Transformation 02:09 Data Source Permission 03:35 Query Caching 03:22 Admin and Team Mngt 03:45 Setup Summary 03:43 Loki Introduction 02:02 Loki Quick Start Demo Intro 04:13 Loki Alloy Basic Demo 07:35 Loki Alloy Data Ingestion Demo 09:15 Open Telemetry Logs - Kafka, Alloy and Loki 07:15 Fluentd and FluentBit Demo 06:10 Tempo Introduction 04:32 Tempo Demo 03:17 Tempo Github Example Demo 04:31 Introduction to Mimir 02:17 Grafana Mimir Architecture 04:08 Mimir Scenario Demo 06:48 Grafana LGTM Stack Summary 03:12
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