Observability with Grafana, Prometheus,Loki, Alloy and Tempo Год выпуска: 2024 Производитель: Udemy Сайт производителя: https://www.udemy.com/course/grafana-graphite-and-statsd-visualize-metrics/ Автор: Aref Karimi Продолжительность: ~6h Тип раздаваемого материала: Видеоурок Язык: Английский Описание: Are you looking to enhance your experience with observability using the Grafana Stack? Dive into our acclaimed Grafana and Prometheus tutorial, which covers the critical components of the Grafana Stack, such as Grafana Loki, Grafana Alloy, and Grafana Tempo. The course begins with a section about observability, telemetry, metrics and various metric collection approaches. This information helps you strengthen your knowledge of the core concepts of observability. Afterwards, this course embeds a complete course on Prometheus, allowing you to deploy, configure, and use Prometheus and its rich features like a professional. The following section concerns deploying Grafana in various environments using different methods. You will see how to install Grafan on Windows, Mac, Linux (multiple flavours), and with Docker.
Содержание
01:11 03:28 What is Monitoring 03:01 Methods of Monitoring 03:44 What is Observability 02:20 Types of Telemetry Data 02:54 Methods of Collecting Metrics. Push vs. Scrape 03:02 Installing Prometheus on Windows 02:58 Installing Prometheus on Mac OS 03:10 Installing Prometheus on Linux (Ubuntu) 09:16 Collecting Metrics (Unix , Linux and Mac) 05:01 Node Exporter - Part 1 (Linux, Mac) 01:16 Node Exporter - Part 2 (Linux, Mac) 07:16 Node Exporter - Part 3 (Linux, Mac) 04:25 Running Node Exporter as a Service on Ubuntu 03:58 Installing Node Exporter on Mac, with Homebrew 03:17 Collecting Metrics in Windows using MMI Exporter 07:04 Data Model of Prometheus 01:46 07:57 Binary Arithmatic Operators in Prometheus 04:06 Binary Comparison Operators in Prometheus 02:07 Set Binary Operators in Prometheus 01:20 Matchers and Selectors in Prometheus 05:07 Aggregation Operators 05:42 Time Offsets 04:17 Clamping and Checking Functions 05:14 Delta and iDelta 01:16 Sorting and TimeStamp 02:27 Aggregations Over Time 01:52 02:40 Installing Grafana on Ubuntu 03:35 Installing Grafana on Amazon Linux, Red Hat, CentOS, RHEL, and Fedora 02:02 Installing Grafana on Windows 02:26 Installing Grafana on Mac with Homebrew 04:26 Configuring Grafana 04:46 Launching Grafana Stack and Prometheus with Docker 06:22 Dashboard Design Best Practices 04:56 03:46 Connecting Grafana to Prometheus 02:38 Creating and Managing Dashboards in Grafana 03:23 Creating Your First Panel : The Time Series Panel 02:58 Multiple and Accumulative Queries 04:59 Exercise: Display Country Data On A Graph Panel 00:32 Data Transformations 02:03 Visually Comparing Values with Pie Charts 03:07 Comparing Metric Data of Two Different Times (Time Shift) 02:19 Practice : Working with Charts and Thresholds 01:06 Thresholds in Grafana 03:07 Variables and Dynamic Dashboards 06:03 Practie Creating Dynamid Dashboards 00:29 Solved: Creating Dynamic Dashboards 03:23 Increasing the visibility of data with logarithmic scaling 01:45 Working with the Gauge and Bar Gauge Panels 03:45 About Alerts in Grafana 01:22 Working with Alert Rules 06:35 Notification Policies and Contact Points 03:33 Sending Alert Notifications to Slack 03:27 Silencing Alert Notifications 01:14 Annotations 03:46 Integration of Grafana with MySQL 06:53 Integration of Grafana with SQL Server 06:51 Integration of Grafana with AWS Cloudwatch 06:39 Monitoring Google Cloud Platform with out-of-the-box dashboards 05:04 03:12 Options of Using Grafana Loki (Cloud vs. On-Prem) 01:54 Instaalling Grafana Loki with Docker 08:56 Installing Loki and Promtail on Linux (Ubuntu) 07:38 Ingesting Log Entries into Loki using Promtail 02:45 Creating and Attaching Static Labels 03:39 Dynamic Labels: Extracting Labels from Unstructured Logs 03:38 Visualising Loki Queries on Dashboards 05:30 Overview of Administration in Grafana 01:07 Working with Organisations, Teams and Users in Grafana 05:54 Authenticating Users with Google 04:03 Authenticating Users with Active Directory 07:51 Installing Plugins in Grafana 04:33 Deploying Grafana for High Availability (HA) 04:40 Deploying Grafana for Scalability 02:36 Introduciton to Telemetry (OTel) 01:55 The Architecture of Open-Telemetry 02:12 Prometheus Remote Write for OTEL Metrics 02:23 01:52 Intalling and Configuring Grafana Alloy on a Mac Computer 01:35 Configuring Grafana Alloy to Receive, Process and Export Opentelemetry Signals 05:13 Sending Metrics from a Microservice to Grafana Alloy and Prometheus 03:02 Installing Grafana Alloy on Ubuntu 01:58 About Tracing and Distributed Systems 04:05 02:17 Installing Grafana Tempo on MacOS 03:55 Installing Grafana Tempo on Linux 03:29 Configuring Grafana Alloy to Forward Traces to Grafana Tempo 03:54 Sending Traces from a Microservice to Grafana Tempo with OpenTelemetry 03:32 Propagating Spans in a Distributed Systems :: Service Graphs in Tempo 10:13 TraceQL for Selecting Traces and Spans in Grafana Tempo 03:37 Practice TraceQL 00:25 Configuring Grafana Tempo to use AWS S3 for Storage 04:59 Bonus Lecture: New Relic One Observability Platform 01:14
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