AWS Cloud Operations Blog

Tag: Amazon CloudWatch Logs

Enable cloud operations workflows with generative AI using Agents for Amazon Bedrock and Amazon CloudWatch Logs

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible […]

Accelerate troubleshooting with structured logs in Amazon CloudWatch

Accelerate troubleshooting with structured logs in Amazon CloudWatch

Troubleshooting often involves complex analysis across fragmented telemetry data. While alarms on metrics can signal high-level deviations, deeper context often resides in other areas such as log messages, which help uncover the root cause. This disjointed approach not only consumes time and effort, but also inflates telemetry costs. In this post, we’ll showcase how structured […]

Delete Empty CloudWatch Log Streams

Customers that use Amazon CloudWatch to monitor their applications and resources on AWS can accumulate a large number of log streams that are used only briefly, or are no longer required. While there is no charge for maintaining an empty log stream, having potentially thousands of them can be overwhelming, especially while using the CloudWatch […]

How CloudWatch cross-account observability helps JPMorgan Chase improve Federated Data Lake Monitoring

AWS best practices guide customers to deploy their applications across multiple AWS accounts to establish security and billing boundary between teams and to reduce the impact of operational events. As enterprises grow and scale with tons of resources, customers often need a unified observability experience to help them search, visualize, and analyze their cross-account telemetry […]

Monitoring Data Ingestion Tasks with Amazon CloudWatch Metrics and Alarms

Data is produced every day in increasing volumes and varieties in on-premises and cloud environments. Data ingestion into AWS is a common task and there are many services and architecture patterns that customers use to bring in data. In this post, we provide a guide for establishing monitoring and alerting on a data ingestion workload […]

Optimize Log Collection with Amazon CloudWatch Agent Log Filter Expressions

The Amazon CloudWatch agent is a software package that autonomously and continuously runs on your servers. You can install and configure the CloudWatch agent to collect system and application logs from Amazon Elastic Compute Cloud (EC2), on-premises hosts, and containerized applications. The logs collected by the CloudWatch agent are processed and stored in Amazon CloudWatch, […]