Amazon CloudWatch Logs now offers automated pattern analytics using machine learning to detect recurring patterns and anomalies in log data, helping you extract operational insights more efficiently.

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<p>The article discusses new automated log pattern analytics and anomaly detection capabilities in Amazon CloudWatch Logs that make it easier to find insights and issues in log data using advanced machine learning algorithms.</p>
<p>Specifically, the article covers:</p>
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<li>The new Patterns tab in Logs Insights that finds recurring patterns in logs and lets you analyze them in detail</li>
<li>The Compare button that allows comparing log queries across different time periods to see what has changed</li>
<li>The Log Anomalies page that automatically surfaces anomalies detected in logs during ingestion</li>
<li>A walkthrough demonstrating how to use these new capabilities to troubleshoot application logs</li>
<li>Availability, pricing, and additional details about the new features</li>
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Amazon CloudWatch Logs now offers automated pattern analytics and anomaly detection

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