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	<title>Boyko Radulov &#8211; Noise</title>
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		<title>A guide to capacity planning for Airflow worker pool in Amazon MWAA</title>
		<link>https://noise.getoto.net/2026/05/01/a-guide-to-capacity-planning-for-airflow-worker-pool-in-amazon-mwaa/</link>
		
		<dc:creator><![CDATA[Boyko Radulov]]></dc:creator>
		<pubDate>Fri, 01 May 2026 15:42:45 +0000</pubDate>
				<category><![CDATA[Amazon CloudWatch]]></category>
		<category><![CDATA[Amazon Managed Workflows for Apache Airflow (Amazon MWAA)]]></category>
		<category><![CDATA[Best practices]]></category>
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					<description><![CDATA[In our previous post, A guide to Airflow worker pool optimization in Amazon MWAA, we explored when adding workers to your Amazon Managed Workflows for Apache Airflow (Amazon MWAA) environment actually solves performance issues, and when it doesn’t. We walked through patterns like high CPU utilization and long queue times where scaling may be appropriate, […]]]></description>
		
		
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		<title>A guide to Airflow worker pool optimization in Amazon MWAA</title>
		<link>https://noise.getoto.net/2026/05/01/a-guide-to-airflow-worker-pool-optimization-in-amazon-mwaa/</link>
		
		<dc:creator><![CDATA[Boyko Radulov]]></dc:creator>
		<pubDate>Fri, 01 May 2026 15:41:26 +0000</pubDate>
				<category><![CDATA[Amazon EMR]]></category>
		<category><![CDATA[Analytics]]></category>
		<category><![CDATA[AWS Glue]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[Big Data]]></category>
		<category><![CDATA[EMR]]></category>
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					<description><![CDATA[Optimizing the Airflow worker pool configuration in Amazon Managed Workflows for Apache Airflow (Amazon MWAA), the AWS fully managed Apache Airflow service, is an important yet often overlooked strategy for scaling workflow operations. Tasks queued for longer periods can create the illusion that additional workers are the solution, when in reality the root cause might […]]]></description>
		
		
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