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Introduction to Grafana Mimir for Scalable Metrics · LearnSpace
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courseraIT и технологии

Introduction to Grafana Mimir for Scalable Metrics

Курс от Coursera
Средний≈ 4.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Managing metrics at scale requires sophisticated orchestration and optimization strategies. This Short Course was created to help IT Support and Operations professionals accomplish highly available, cost-efficient metrics operations using Grafana Mimir. By completing this course, you'll be able to configure multi-cluster metric ingestion, optimize query performance, and reduce operational costs through intelligent alerting. By the end of this course, you will be able to: - Apply Mimir replication and deduplication settings to achieve highly available metrics ingestion across two Kubernetes clusters - Analyze PromQL query patterns to optimize performance and memory usage for a high-cardinality label set - Evaluate dashboard recording rules and alert thresholds to ensure accuracy and cost efficiency under variable load conditions This course is unique because it focuses on real-world scaling challenges with hands-on Kubernetes deployments and cost optimization strategies. To be successful in this course, you should have experience with Kubernetes, Prometheus basics, and observability concepts.

Навыки, которые вы освоите

GrafanaScalabilityContinuous MonitoringDashboard CreationSystem MonitoringQuery LanguagesKubernetesPrometheus (Software)Memory ManagementCapacity ManagementDistributed ComputingPerformance Tuning

Программа курса

3 модулей · 22 учебных материалов

01Module 1: Apply Mimir Replication and Deduplication Settings7 материалов
When Monitoring Becomes the Problem: Connecting Observability Scale to Your WorkDIALOGUEWhy High-Availability Metrics MatterВидеоUnderstanding Mimir Architecture for High AvailabilityЧтениеConfiguring Mimir Replication Across ClustersВидео

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Professionals in the Industry

Преподаватель курса

Introduction to Grafana Mimir for Scalable Metrics
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Обучение на Coursera

≈ 4.4 ч

3 модулей

Язык: Английский

Часть программы вашего университета
Exploring Deduplication Strategy Decision PointsDIALOGUE
Design Multi-Cluster Deployment StrategyЗадание
Knowledge Check: Apply Mimir Replication and Deduplication SettingsЗадание
02Module 2: Analyze PromQL Query Patterns for Optimization7 материалов
Discovering Query Performance ImpactDIALOGUEPromQL Query Optimization FundamentalsЧтениеExploring High-Cardinality ChallengesDIALOGUEPromQL Query Analysis Framework and Optimization TechniquesЧтениеTroubleshooting Performance Issues with TeamDIALOGUEQuery Optimization Analysis ReportЗаданиеKnowledge Check: Analyze PromQL Query Patterns for OptimizationЗадание
03Module 3: Evaluate Dashboard Recording Rules and Alert Thresholds8 материалов
The Cost of Alert FatigueВидеоRecording Rules and Alert Design PrinciplesВидеоCost Optimization Strategies for MetricsЧтениеImplementing Recording Rules and AlertsВидеоEvaluating Threshold EffectivenessDIALOGUEAlert Strategy EvaluationЗаданиеKnowledge Check: Evaluate Dashboard Recording Rules and Alert ThresholdsЗаданиеFinal Assessment: Scale Metrics with Grafana MimirЗадание