How Do Cloud Monitoring Tools Collect Metrics? - Cloud Stack Studio

Description

How Do Cloud Monitoring Tools Collect Metrics? Have you ever wondered how cloud monitoring tools gather data to keep cloud environments running smoothly? In this informative video, we’ll explain the different methods used by cloud monitoring systems to collect vital metrics. We’ll start by discussing the built-in monitoring services provided by major cloud providers like AWS, Azure, and Google Cloud, and how they automatically track essential resource data through embedded agents and APIs. We’ll also cover the role of telemetry agents and collectors installed on virtual machines, containers, or Kubernetes nodes, which monitor system-level metrics such as CPU load and disk usage. Additionally, we’ll explore how developers embed instrumentation code into applications using open-source tools like OpenTelemetry to gather custom metrics like request latency and error rates. We’ll explain how APIs and SDKs are used to pull data from cloud services, databases, and third-party software, providing flexibility for specific monitoring needs. The video also discusses log-based metrics, which analyze logs to generate additional insights, and how third-party integrations monitor non-cloud components like MySQL or Redis. Finally, we’ll look at distributed tracing and application performance tools that help visualize request flows across microservices. Understanding these methods is essential for maintaining cloud security, automation, and overall system health. Join us to learn how layered data collection supports effective cloud management. Subscribe for more insights on cloud infrastructure and monitoring techniques! ⬇️ Subscribe to our channel for more valuable insights. 🔗Subscribe: https://www.youtube.com/@CloudStackStudio/?sub_confirmation=1 #CloudMonitoring #CloudMetrics #AWSMonitoring #AzureMonitoring #GoogleCloud #Telemetry #ApplicationMonitoring #DevOpsTools #CloudSecurity #LogAnalysis #DistributedTracing #OpenTelemetry #CloudInfrastructure #MonitoringTools #CloudPerformance About Us: Welcome to Cloud Stack Studio, your go-to channel for all things cloud infrastructure. We focus on key topics like AWS vs. Azure vs. Google Cloud, cloud security best practices, DevOps automation tools, and Kubernetes and containerization. Our mission is to provide informative content that helps you navigate cloud migration strategies, continuous integration and continuous deployment (CI/CD), and the culture of collaboration within DevOps.