可观测性和监控
有关各种 Trusted Cloud by S3NS 产品和服务的可观测性和监控的文档和资源。
如未另行说明，那么本页面中的内容已根据知识共享署名 4.0 许可获得了许可，并且代码示例已根据 Apache 2.0 许可获得了许可。有关详情，请参阅 Google 开发者网站政策。Java 是 Oracle 和/或其关联公司的注册商标。
最后更新时间 (UTC)：2025-08-18。
[[["易于理解","easyToUnderstand","thumb-up"],["解决了我的问题","solvedMyProblem","thumb-up"],["其他","otherUp","thumb-up"]],[["没有我需要的信息","missingTheInformationINeed","thumb-down"],["太复杂/步骤太多","tooComplicatedTooManySteps","thumb-down"],["内容需要更新","outOfDate","thumb-down"],["翻译问题","translationIssue","thumb-down"],["示例/代码问题","samplesCodeIssue","thumb-down"],["其他","otherDown","thumb-down"]],["最后更新时间 (UTC)：2025-08-18。"],[[["\u003cp\u003eThis webpage provides documentation, guides, and resources for observability and monitoring across various Google Cloud products and services.\u003c/p\u003e\n"],["\u003cp\u003eGoogle Cloud offers managed services for monitoring, logging, tracing, profiling, and debugging, enhancing overall system observability.\u003c/p\u003e\n"],["\u003cp\u003eYou can collect telemetry from applications and Compute Engine instances, manage logs, and utilize Prometheus metrics with the tools provided here.\u003c/p\u003e\n"],["\u003cp\u003eThere are resources to plan monitoring and logging architectures for hybrid and multi-cloud deployments, alongside a plethora of training and blog content.\u003c/p\u003e\n"],["\u003cp\u003eThe platform offers tools such as Cloud Logging, Cloud Monitoring, and Cloud Trace, and also allows exploration of log analytics for security, troubleshooting, and cost management.\u003c/p\u003e\n"]]],[],null,["# Observability and monitoring\n============================\n\nDocumentation and resources for observability and monitoring across Google Cloud products and services.\n[Get started for free](https://console.cloud.google.com/freetrial) \n\n#### Start your proof of concept with $300 in free credit\n\n- Get access to Gemini 2.0 Flash Thinking\n- Free monthly usage of popular products, including AI APIs and BigQuery\n- No automatic charges, no commitment \n[View free product offers](/free/docs/free-cloud-features#free-tier) \n\n#### Keep exploring with 20+ always-free products\n\n\nAccess 20+ free products for common use cases, including AI APIs, VMs, data warehouses,\nand more.\n\nExplore observability and monitoring in Google Cloud\n----------------------------------------------------\n\nRead documentation and Cloud Architecture Center articles about observability and monitoring products, capabilities, and procedures. \n[description](/stackdriver/docs) \n\n### [Observability in Google Cloud](/stackdriver/docs)\n\nMonitoring, logging, tracing, profiling, and debugging for observability. \n[description](/stackdriver/docs/managed-prometheus) \n\n### [Google Cloud Managed Service for Prometheus](/stackdriver/docs/managed-prometheus)\n\nCollect Prometheus metrics for your workloads. \n[description](/stackdriver/docs/instrumentation/overview) \n\n### [Instrumentation and observability](/stackdriver/docs/instrumentation/overview)\n\nCollect telemetry from your applications with instrumentation. \n[description](/stackdriver/docs/solutions/agents/ops-agent) \n\n### [Google Cloud Observability overview](/stackdriver/docs/solutions/agents/ops-agent)\n\nCollect telemetry from your Compute Engine instances. \n[description](/logging/docs/overview) \n\n### [Cloud Logging overview](/logging/docs/overview)\n\nCollect and manage logs with storage, search, analysis, and monitoring support. \n[description](/monitoring/docs/monitoring-overview) \n\n### [Cloud Monitoring overview](/monitoring/docs/monitoring-overview)\n\nLearn about Cloud Monitoring, the integrated monitoring service for Google Cloud. \n[account_tree](/architecture/monitoring) \n\n### [Monitoring and logging resources](/architecture/monitoring)\n\nPlan your approach with Architecture Center resources across a variety of monitoring and logging topics.[open_in_new](/architecture/monitoring) \n[account_tree](/architecture/hybrid-and-multi-cloud-monitoring-and-logging-patterns) \n\n### [Hybrid and multicloud monitoring and logging patterns](/architecture/hybrid-and-multi-cloud-monitoring-and-logging-patterns)\n\nPlan how to implmement monitoring and logging architectures for hybrid and multi-cloud deployments.[open_in_new](/architecture/hybrid-and-multi-cloud-monitoring-and-logging-patterns)\n\nTraining, blog articles, and more\n---------------------------------\n\nGo to training courses, blog articles, and other related resources. \n[cloud](https://cloud.google.com/blog/products/devops-sre/using-cloud-trace-and-cloud-logging-for-root-cause-analysis) \n\n### [Troubleshoot distributed applications](https://cloud.google.com/blog/products/devops-sre/using-cloud-trace-and-cloud-logging-for-root-cause-analysis)\n\nView how to troubleshoot distributed applications by using Cloud Trace and Cloud Logging together.[open_in_new](/blog/products/devops-sre/using-cloud-trace-and-cloud-logging-for-root-cause-analysis) \n[public](https://medium.com/@asjad.nasir88/exploring-google-clouds-log-analytics-a-must-have-tool-for-cloud-security-professionals-2562675b3daa) \n\n### [Explore log analytics: must-have tools for cloud security professionals](https://medium.com/@asjad.nasir88/exploring-google-clouds-log-analytics-a-must-have-tool-for-cloud-security-professionals-2562675b3daa)\n\nView how to access detailed logs of events and activities within your cloud environment.[open_in_new](https://medium.com/@asjad.nasir88/exploring-google-clouds-log-analytics-a-must-have-tool-for-cloud-security-professionals-2562675b3daa) \n[cloud](https://cloud.google.com/blog/products/management-tools/good-relevance-and-outcomes-for-alerting-and-monitoring) \n\n### [Effective alerting in Google Cloud](https://cloud.google.com/blog/products/management-tools/good-relevance-and-outcomes-for-alerting-and-monitoring)\n\nView how the relevance of what we are monitoring can help us support triage in advance.[open_in_new](/blog/products/management-tools/good-relevance-and-outcomes-for-alerting-and-monitoring) \n[public](https://medium.com/google-cloud/google-cloud-synthetic-monitoring-tutorial-ce502f81bb24) \n\n### [Google Cloud synthetic monitoring tutorial](https://medium.com/google-cloud/google-cloud-synthetic-monitoring-tutorial-ce502f81bb24)\n\nView step by step instructions on how you can get started with Google Cloud synthetic monitoring.[open_in_new](https://medium.com/google-cloud/google-cloud-synthetic-monitoring-tutorial-ce502f81bb24) \n[cloud](https://cloud.google.com/blog/products/identity-security/gleaning-security-insights-from-audit-logs-with-log-analytics) \n\n### [Gleaning security insights from Audit Logs with Log Analytics](https://cloud.google.com/blog/products/identity-security/gleaning-security-insights-from-audit-logs-with-log-analytics)\n\nView how Cloud Audit logs can help customers meet their compliance and security requirements.[open_in_new](/blog/products/identity-security/gleaning-security-insights-from-audit-logs-with-log-analytics) \n[cloud](https://cloud.google.com/blog/products/devops-sre/cloud-logging-cost-management-best-practices) \n\n### [Four steps to managing your Cloud Logging costs on a budget](https://cloud.google.com/blog/products/devops-sre/cloud-logging-cost-management-best-practices)\n\nView these best practices to learn how to get the most out of your Google Cloud and third-party logging tools.[open_in_new](/blog/products/devops-sre/cloud-logging-cost-management-best-practices) \n[school](https://www.cloudskillsboost.google/course_templates/864) \n\n### [Observability in Google Cloud](https://www.cloudskillsboost.google/course_templates/864)\n\nStudy how to use application performance management tools, including Error Reporting, Cloud Trace, and Cloud Profiler.[open_in_new](https://www.cloudskillsboost.google/course_templates/864) \n[school](https://www.cloudskillsboost.google/paths/20) \n\n### [DevOps engineer and SRE learning path](https://www.cloudskillsboost.google/paths/20)\n\nStudy how to implement efficient and reliable software delivery and infrastructure management.[open_in_new](https://www.cloudskillsboost.google/paths/20)\n\nObservability and monitoring products by use case\n-------------------------------------------------\n\nExpand sections or use the filter to find products and guides for typical use cases. \n\n### Observability and monitoring\n\n\nIntegrated monitoring, logging, and trace managed services for applications and systems running on Google Cloud and beyond. \n\n#### [Google Cloud Observability](/stackdriver/docs)\n\nMonitor, log, trace, and profile your apps and services. \n\n#### [Cloud Logging](/logging/docs)\n\nStore, search, analyze, monitor, and alert on log data and events from Google Cloud and AWS. \n\n#### [Cloud Monitoring](/monitoring/docs)\n\nAnalyze, monitor, and display the performance data collected from your applications and the Google Cloud services that you use. \n\n#### [Cloud Trace](/trace/docs)\n\nFind performance bottlenecks in production. \n\n#### [Error Reporting](/error-reporting/docs)\n\nIdentify and understand application errors.\n\n### Observability optimization\n\n\nContinuous profiling of production systems for large-scale operations. \n\n#### [Cloud Profiler](/profiler/docs)\n\nContinuously gather performance information using a low-impact CPU and heap profiling service.\n\n### Related products, guides, and sites\n\n#### Guides and blog posts\n\n#### [Observability for Google Kubernetes Engine](/kubernetes-engine/docs/concepts/observability)\n\nUnderstand the health of your applications and maintain application availability and reliability. \n\n#### [Virtual machine instances](/compute/docs/instances)\n\nUse Compute Engine instances that run the public images for Linux and Windows Server that Google provides, or that run your own private custom images. \n\n#### [Observe and monitor Compute Engine VMs](/compute/docs/instances/observe-monitor-vms)\n\nAccess and view virtual machine (VM) metrics. \n\n#### [Cloud Run functions overview](/functions/docs/concepts/overview)\n\nBuild and connect cloud services in a serverless execution environment. \n\n#### [Write Prometheus metrics from Cloud Run](/run/docs/monitoring-managed-prometheus-sidecar)\n\nUse the Prometheus sidecar to get Prometheus-style monitoring for Cloud Run services. \n\n#### [Terraform](/docs/terraform)\n\nLearn how to use Terraform to reliably provision infrastructure on Google Cloud. \n\n#### [App Hub](/app-hub/docs)\n\nDiscover and organize infrastructure resources into applications. \n\n#### [Moving to Log Analytics for BigQuery export users](https://cloud.google.com/blog/products/data-analytics/moving-to-log-analytics-for-bigquery-export-users)\n\nView a post for migrating from BigQuery log sink to Log Analytics. \n\n#### [Creating custom notifications with Cloud Monitoring and Cloud Run](https://cloud.google.com/blog/products/operations/write-and-deploy-cloud-monitoring-alert-notifications-to-third-party-services)\n\nLearn how to deliver Cloud Monitoring alert notifications to third-party services that don't have supported notification channels.\n\n#### APIs and reference\n\n#### [Google Cloud CLI logging](/sdk/gcloud/reference/logging)\n\nManage Cloud Logging. \n\n#### [Google Cloud CLI monitoring](/sdk/gcloud/reference/monitoring)\n\nManage Monitoring dashboards. \n\n#### [Monitoring APIs and reference](/monitoring/docs/apis)\n\nView a list of the available monitoring APIs and reference content. \n\n#### [Logging APIs and reference](/logging/docs/apis)\n\nView a list of the available logging APIs and reference content."]]
