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	<title>Amber Runnels &#8211; Noise</title>
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		<title>How Twilio built a multi-engine query platform using Amazon Athena and open-source Presto</title>
		<link>https://noise.getoto.net/2025/10/21/how-twilio-built-a-multi-engine-query-platform-using-amazon-athena-and-open-source-presto/</link>
		
		<dc:creator><![CDATA[Amber Runnels]]></dc:creator>
		<pubDate>Tue, 21 Oct 2025 20:57:32 +0000</pubDate>
				<category><![CDATA[Amazon Athena]]></category>
		<category><![CDATA[Analytics]]></category>
		<category><![CDATA[Customer Solutions]]></category>
		<category><![CDATA[Intermediate (200)]]></category>
		<category><![CDATA[Presto]]></category>
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					<description><![CDATA[At Twilio, we manage a 20 petabyte-scale Amazon S3 data lake that serves the analytics needs of over 1,500 users, processing 2.5 million queries monthly and scanning an average of 85 PB of data. To meet our growing demands for scalability, emerging technology support, and data mesh architecture adoption, we built Odin, a multi-engine query platform that provides an abstraction layer built on top of Presto Gateway. In this post, we discuss how we designed and built Odin, combining Amazon Athena with open-source Presto to create a flexible, scalable data querying solution.]]></description>
		
		
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