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		<title>Top Architecture Blog Posts of 2024</title>
		<link>https://noise.getoto.net/2025/01/23/top-architecture-blog-posts-of-2024/</link>
		
		<dc:creator><![CDATA[Andrea Courtright]]></dc:creator>
		<pubDate>Thu, 23 Jan 2025 16:59:36 +0000</pubDate>
				<category><![CDATA[Amazon CloudFront]]></category>
		<category><![CDATA[Amazon DynamoDB]]></category>
		<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon Elastic Kubernetes Service]]></category>
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					<description><![CDATA[Well, it’s been another historic year! We’ve watched in awe as the use of real-world generative AI has changed the tech landscape, and while we at the Architecture Blog happily participated, we also made every effort to stay true to our channel’s original scope, and your readership this last year has proven that decision was […]]]></description>
		
		
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		<title>Let’s Architect! Learn About Machine Learning on AWS</title>
		<link>https://noise.getoto.net/2024/05/30/lets-architect-learn-about-machine-learning-on-aws/</link>
		
		<dc:creator><![CDATA[Luca Mezzalira]]></dc:creator>
		<pubDate>Thu, 30 May 2024 15:01:20 +0000</pubDate>
				<category><![CDATA[Amazon Machine Learning]]></category>
		<category><![CDATA[Amazon Sagemaker]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[AWS Inferentia]]></category>
		<category><![CDATA[AWS Trainium]]></category>
		<category><![CDATA[Data Analytics]]></category>
		<category><![CDATA[Let's Architect]]></category>
		<category><![CDATA[machine learning]]></category>
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		<guid isPermaLink="false">http://noise.getoto.net/?guid=50730c4a0684d0c1070888b29b2f07c9</guid>

					<description><![CDATA[A data-driven approach empowers businesses to make informed decisions based on accurate predictions and forecasts, leading to improved operational efficiency and resource optimization. Machine learning (ML) systems have the remarkable ability to continuously learn and adapt, improving their performance over time as they are exposed to more data. This self-learning capability ensures that organizations can […]]]></description>
		
		
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		<title>Throttling a tiered, multi-tenant REST API at scale using API Gateway: Part 2</title>
		<link>https://noise.getoto.net/2022/05/09/throttling-a-tiered-multi-tenant-rest-api-at-scale-using-api-gateway-part-2/</link>
		
		<dc:creator><![CDATA[Nick Choi]]></dc:creator>
		<pubDate>Mon, 09 May 2022 14:10:45 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon API Gateway]]></category>
		<category><![CDATA[Amazon Cognito]]></category>
		<category><![CDATA[Amazon DynamoDB]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Amplify]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[SaaS]]></category>
		<category><![CDATA[Software as a Service]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=d01df00ef53dac72b31e574fa0766927</guid>

					<description><![CDATA[In Part 1 of this blog series, we demonstrated why tiering and throttling become necessary at scale for multi-tenant REST APIs, and explored tiering strategy and throttling with Amazon API Gateway. In this post, Part 2, we will examine tenant isolation strategies at scale with API Gateway and extend the sample code from Part 1. […]]]></description>
		
		
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		<title>Throttling a tiered, multi-tenant REST API at scale using API Gateway: Part 1</title>
		<link>https://noise.getoto.net/2022/05/06/throttling-a-tiered-multi-tenant-rest-api-at-scale-using-api-gateway-part-1/</link>
		
		<dc:creator><![CDATA[Nick Choi]]></dc:creator>
		<pubDate>Fri, 06 May 2022 17:28:25 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon API Gateway]]></category>
		<category><![CDATA[Amazon Cognito]]></category>
		<category><![CDATA[Amazon DynamoDB]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Amplify]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[SaaS]]></category>
		<category><![CDATA[Software as a Service]]></category>
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					<description><![CDATA[Many software-as-a-service (SaaS) providers adopt throttling as a common technique to protect a distributed system from spikes of inbound traffic that might compromise reliability, reduce throughput, or increase operational cost. Multi-tenant SaaS systems have an additional concern of fairness; excessive traffic from one tenant needs to be selectively throttled without impacting the experience of other […]]]></description>
		
		
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