Blogs
Explore Elastic Observability Labs for expert-led resources and hands-on learning. Enhance your skills and optimize your observability strategy with Elastic.

Elastic Observability monitors metrics for Google Cloud in just minutes
Follow this step-by-step process to enable Elastic Observability for Google Cloud Platform metrics.

Enhancing SRE troubleshooting with the AI Assistant for Observability and your organization's runbooks
Empower your SRE team with this guide to enriching Elastic's AI Assistant Knowledge Base with your organization's internal observability information for enhanced alert remediation and incident management.

Optimizing Observability with ES|QL: Streamlining SRE operations and issue resolution for Kubernetes and OTel
ES|QL enhances operational efficiency, data analysis, and issue resolution for SREs. This blog covers the advantages of ES|QL in Elastic Observability and how it can apply to managing issues instrumented with OpenTelemetry and running on Kubernetes.
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Continuous profiling: The key to more efficient and cost-effective applications
In this post, we discuss why computational efficiency is important and how Elastic Universal Profiling enables your business to use continuous profiling in production environments to make the software that runs your business as efficient as possible.

How to deploy a Hello World web app with Elastic Observability on Azure Container Apps
Follow the step-by-step process of instrumenting Elastic Observability for a Hello World web app running on Azure Container Apps.

Elastic's contribution: Invokedynamic in the OpenTelemetry Java agent
The instrumentation approach in OpenTelemetry's Java Agent comes with some limitations with respect to maintenance and testability. Elastic contributes an invokedynamic-based instrumentation approach that helps overcoming these limitations.

Migrating 1 billion log lines from OpenSearch to Elasticsearch
Learn how to migrate 1 billion log lines from OpenSearch to Elasticsearch for improved performance and reduced disk usage. Discover the migration strategies, data transfer methods, and optimization techniques used in this guide.

Ingesting and analyzing Prometheus metrics with Elastic Observability
In this blog post, we will showcase the integration of Prometheus with Elastic, emphasizing how Elastic elevates metrics monitoring through extensive historical analytics, anomaly detection, and forecasting, all in a cost-effective manner.

How to deploy a Hello World web app with Elastic Observability on AWS App Runner
Follow the step-by-step process of instrumenting Elastic Observability for a Hello World web app running on AWS App Runner.

Customize your data ingestion with Elastic input packages
In this post, learn about input packages and how they can provide a flexible solution to advanced users for customizing their ingestion experience in Elastic.

Revolutionizing big data management: Unveiling the power of Amazon EMR and Elastic integration
Amazon EMR allows you to easily run and scale big data workloads. With Elastic’s native integration, you'll find the confidence to monitor, analyze, and optimize your EMR clusters, opening up exciting opportunities for your data-driven initiatives.

Unlocking whole-system visibility with Elastic Universal Profiling™
Visual profiling data can be overwhelming. This blog post aims to demystify continuous profiling and guide you through its unique visualizations. We will equip you with the knowledge to derive quick, actionable insights from Universal Profiling™.