AWS Cloud Operations Blog

Category: Best Practices

Adaptive sampling with AWS X-Ray to capture critical spans

Introduction Enterprise applications using AWS X-Ray generate large volumes of distributed tracing data across multiple services. Static sampling strategies keep costs down by capturing a fixed percentage of traffic. However, they frequently miss critical data during intermittent failures or sudden latency spikes. Tracing every request for maximum visibility at scale may increase sampling costs for […]

Automate AWS Systems Manager activation for hybrid-managed node registration

AWS Systems Manager (formerly known as SSM) is an AWS service that you can use to view and control your servers on AWS cloud and on-premises infrastructure. Systems Manager makes it easy to manage a hybrid environment. To set up servers and virtual machines (VMs) in your hybrid environment as Systems Manager managed instances, you […]

Investigating Service Issues with Amazon CloudWatch Application Signals Custom Metrics

Investigating Service Issues with Amazon CloudWatch Application Signals Custom Metrics

When a critical service fails, you need to know how much revenue you’re losing, not just that latency has increased. This post shows you how to integrate business metrics with CloudWatch Application Signals to see both technical performance and business impact in one unified view. With CloudWatch Application Signals, you can view metrics, traces, and […]

Troubleshoot AWS Tagging Compliance with AWS Resource Explorer

With AWS Resource Explorer’s immediate resource discovery launch on October 13, 2025, customers can now discover resources from their very first search in Unified Search in the AWS Management Console or the Resource Explorer console. Operations like troubleshooting and problem resolution, making resource changes, investigating resource dependencies, identifying security risks, and optimizing costs are critical […]

Improve the resiliency with AWS Fault Injection service and Amazon ARC Region switch

System impairments occur frequently in distributed cloud environments, making application resilience critical for customers. While traditional disaster recovery testing approaches are often manual and time-consuming, modern chaos engineering practices help validate your application’s ability to handle failures automatically. Amazon Application Recovery Controller (ARC) simplifies application recovery across AWS Regions and availability zones by providing readiness […]

Simplifying Log Management using Amazon CloudWatch Logs Centralization

Managing logs across multiple AWS accounts and regions has always been a complex challenge for organizations. As AWS infrastructure grows to include separate accounts for production, development, and staging environments, along with regions, the complexity of log management increases exponentially. During critical incidents, especially during off-hours, teams spend valuable time, searching through multiple accounts, correlating […]

Best practices for analyzing AWS Config recording frequencies

Best practices for analyzing AWS Config recording frequencies

AWS Config tracks configuration changes across your AWS resources and AWS Organizations. AWS Config uses the configuration recorder to detect changes and records them as configuration items (CIs). As your infrastructure grows and becomes more complex, choosing the appropriate recording frequency becomes critical for maintaining operational visibility, meeting compliance requirements, and supporting your security posture. Since the launch of the periodic recording […]

Learn from AWS Fault Injection Service team’s approach to Game Days

Learn from AWS Fault Injection Service team’s approach to Game Days

In today’s digital world, availability and reliability are crucial competitive advantages. For DevOps and SRE teams, the ability to respond quickly and effectively to incidents can mean the difference between a minor issue and a major disruption of service that impacts millions of customers. Teams must have clear-cut runbooks and appropriate observability to be ready […]

Best practices for utilizing AWS Systems Manager with AWS Fault Injection Service

Introduction In today’s cloud-centric world, ensuring the resilience of mission-critical applications is paramount. The ability to withstand and recover from unexpected failures, including degradation of cloud provider services, can mean the difference between seamless operation and costly downtime. This is where the powerful combination of AWS Systems Manager (SSM) and AWS Fault Injection Service (AWS […]

Visualizing Amazon DynamoDB data with Amazon OpenSearch Service and Amazon Managed Grafana

Visualizing Amazon DynamoDB data with Amazon OpenSearch Service and Amazon Managed Grafana

High-performance applications with unlimited throughput capabilities pose significant monitoring challenges, especially when tracking real-time metrics, utilization, and throttling events across distributed database workloads. Near real-time visibility into metrics is crucial for application performance and cost optimization. AWS allows you to seamlessly integrate multiple services to tackle these operational complexities. With Amazon DynamoDB, you can build […]