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	<title>AWS IoT Greengrass &#8211; Noise</title>
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		<title>Optimize industrial IoT analytics with Amazon Data Firehose and Amazon S3 Tables with Apache Iceberg</title>
		<link>https://noise.getoto.net/2025/07/25/optimize-industrial-iot-analytics-with-amazon-data-firehose-and-amazon-s3-tables-with-apache-iceberg/</link>
		
		<dc:creator><![CDATA[Ashok Padmanabhan]]></dc:creator>
		<pubDate>Fri, 25 Jul 2025 16:20:07 +0000</pubDate>
				<category><![CDATA[Amazon Data Firehose]]></category>
		<category><![CDATA[Amazon S3 Tables]]></category>
		<category><![CDATA[Analytics]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[Internet of Things]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[In this post, we show how to use AWS service integrations to minimize custom code while providing a robust platform for industrial data ingestion, processing, and analytics. By using Amazon S3 Tables and its built-in optimizations, you can maximize query performance and minimize costs without additional infrastructure setup.]]></description>
		
		
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		<item>
		<title>Optimizing fleet operations using Amazon SageMaker AI and Amazon Bedrock</title>
		<link>https://noise.getoto.net/2025/05/28/optimizing-fleet-operations-using-amazon-sagemaker-ai-and-amazon-bedrock/</link>
		
		<dc:creator><![CDATA[Manny Sidhu]]></dc:creator>
		<pubDate>Wed, 28 May 2025 18:29:26 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon SageMaker AI]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[Intermediate (200)]]></category>
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					<description><![CDATA[In this post, we'll explore how to maximize the value of dashcam footage through best practices for implementing and managing Computer Vision systems in commercial fleet operations. We'll demonstrate how to build and deploy edge-based machine learning models that provide real-time alerts for distracted driving behaviors, while effectively collecting, processing, and analyzing footage to train these AI models.]]></description>
		
		
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		<title>Software-defined edge architecture for connected vehicles</title>
		<link>https://noise.getoto.net/2023/04/03/software-defined-edge-architecture-for-connected-vehicles/</link>
		
		<dc:creator><![CDATA[James Simon]]></dc:creator>
		<pubDate>Mon, 03 Apr 2023 13:47:23 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[Automotive]]></category>
		<category><![CDATA[AWS IoT Core]]></category>
		<category><![CDATA[AWS IoT FleetWise]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[Customer Solutions]]></category>
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					<description><![CDATA[To remain competitive in a marketplace that increasingly views transportation as a service emphasizing customer experience, vehicle capabilities and mobility applications need to improve and increase value over time, much like the internet of things and smart phones have done. Vehicle manufacturers and fleet operators are responding to this change by using data to inform […]]]></description>
		
		
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		<title>Creating scalable architectures with AWS IoT Greengrass stream manager</title>
		<link>https://noise.getoto.net/2023/03/31/creating-scalable-architectures-with-aws-iot-greengrass-stream-manager/</link>
		
		<dc:creator><![CDATA[Neil Mehta]]></dc:creator>
		<pubDate>Fri, 31 Mar 2023 13:17:07 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS IoT Core]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[Kinesis Data Streams]]></category>
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					<description><![CDATA[Designing a scalable, global, real-time, distributed system to process millions of messages from a variety of critical devices can complicate architectures. Collecting large data streams or image recognition from the edge also requires scalable solutions. AWS IoT Core is designed to handle large numbers of Internet of things (IoT) devices sending a few messages per […]]]></description>
		
		
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		<item>
		<title>Building event-driven architectures with IoT sensor data</title>
		<link>https://noise.getoto.net/2022/11/21/building-event-driven-architectures-with-iot-sensor-data/</link>
		
		<dc:creator><![CDATA[Raghavarao Sodabathina]]></dc:creator>
		<pubDate>Mon, 21 Nov 2022 15:14:44 +0000</pubDate>
				<category><![CDATA[Amazon Kinesis]]></category>
		<category><![CDATA[Amazon Sagemaker]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS IoT Core]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[AWS Lambda]]></category>
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					<description><![CDATA[The Internet of Things (IoT) brings sensors, cloud computing, analytics, and people together to improve productivity and efficiency. It empowers customers with the intelligence they need to build new services and business models, improve products and services over time, understand their customers’ needs to provide better services, and improve customer experiences. Business operations become more […]]]></description>
		
		
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		<item>
		<title>Running AWS Lambda functions on AWS Outposts using AWS IoT Greengrass</title>
		<link>https://noise.getoto.net/2022/06/03/running-aws-lambda-functions-on-aws-outposts-using-aws-iot-greengrass/</link>
		
		<dc:creator><![CDATA[Sheila Busser]]></dc:creator>
		<pubDate>Fri, 03 Jun 2022 03:32:41 +0000</pubDate>
				<category><![CDATA[Amazon EC2]]></category>
		<category><![CDATA[AWS IoT]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[AWS Outposts]]></category>
		<category><![CDATA[Best practices]]></category>
		<category><![CDATA[Compute]]></category>
		<category><![CDATA[EC2 instances]]></category>
		<category><![CDATA[Internet of Things]]></category>
		<category><![CDATA[Lambda@Edge]]></category>
		<category><![CDATA[Technical How-to]]></category>
		<category><![CDATA[Uncategorized]]></category>
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					<description><![CDATA[This blog post is written by Adam Imeson, Sr. Hybrid Edge Specialist Solution Architect. Today, AWS customers can deploy serverless applications in AWS Regions using a variety of AWS services. Customers can also use AWS Outposts to deploy fully managed AWS infrastructure at virtually any datacenter, colocation space, or on-premises facility. AWS Outposts extends the […]]]></description>
		
		
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		<item>
		<title>Optimizing Your IoT Devices for Environmental Sustainability</title>
		<link>https://noise.getoto.net/2022/02/02/optimizing-your-iot-devices-for-environmental-sustainability/</link>
		
		<dc:creator><![CDATA[Jonas Bürkel]]></dc:creator>
		<pubDate>Wed, 02 Feb 2022 19:13:24 +0000</pubDate>
				<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS IoT Core]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[Internet of Things]]></category>
		<category><![CDATA[Sustainability]]></category>
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					<description><![CDATA[To become more environmentally sustainable, customers commonly introduce Internet of Things (IoT) devices. These connected devices collect and analyze data from commercial buildings, factories, homes, cars, and other locations to measure, understand, and improve operational efficiency. (There will be an estimated 24.1 billion active IoT devices by 2030 according to Transforma Insights.) IoT devices offer […]]]></description>
		
		
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			</item>
		<item>
		<title>Applying Federated Learning for ML at the Edge</title>
		<link>https://noise.getoto.net/2021/12/09/applying-federated-learning-for-ml-at-the-edge/</link>
		
		<dc:creator><![CDATA[Randy DeFauw]]></dc:creator>
		<pubDate>Thu, 09 Dec 2021 16:29:42 +0000</pubDate>
				<category><![CDATA[Amazon Elastic Container Service]]></category>
		<category><![CDATA[Amazon Sagemaker]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS Fargate]]></category>
		<category><![CDATA[AWS IoT Core]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[AWS Step Functions]]></category>
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					<description><![CDATA[Federated Learning (FL) is an emerging approach to machine learning (ML) where model training data is not stored in a central location. During ML training, we typically need to access the entire training dataset on a single machine. For purposes of performance scaling, we divide the training data between multiple CPUs, multiple GPUs, or a […]]]></description>
		
		
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			</item>
		<item>
		<title>New – Securely manage your AWS IoT Greengrass edge devices using AWS Systems Manager</title>
		<link>https://noise.getoto.net/2021/11/29/new-securely-manage-your-aws-iot-greengrass-edge-devices-using-aws-systems-manager/</link>
		
		<dc:creator><![CDATA[Sean M. Tracey]]></dc:creator>
		<pubDate>Mon, 29 Nov 2021 16:46:29 +0000</pubDate>
				<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[AWS re:Invent]]></category>
		<category><![CDATA[AWS Systems Manager]]></category>
		<category><![CDATA[Edge]]></category>
		<category><![CDATA[Internet of Things]]></category>
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					<description><![CDATA[In 2020, we launched AWS IoT Greengrass 2.0, an open-source edge runtime and cloud service for building, deploying, and managing device software and applications. Today, we’re very excited to announce the ability to securely manage your AWS IoT Greengrass edge devices using AWS Systems Manager (SSM). Managing vast fleets of varying systems and applications remotely […]]]></description>
		
		
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		<item>
		<title>Ingesting PI Historian data to AWS Cloud using AWS IoT Greengrass and PI Web Services</title>
		<link>https://noise.getoto.net/2021/11/17/ingesting-pi-historian-data-to-aws-cloud-using-aws-iot-greengrass-and-pi-web-services/</link>
		
		<dc:creator><![CDATA[Piyush Batwal]]></dc:creator>
		<pubDate>Wed, 17 Nov 2021 17:08:23 +0000</pubDate>
				<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS IoT Core]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[Intermediate (200)]]></category>
		<category><![CDATA[Kinesis Data Firehose]]></category>
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					<description><![CDATA[In process manufacturing, it’s important to fetch real-time data from data historians to support decisions-based analytics. Most manufacturing use cases require real-time data for early identification and mitigation of manufacturing issues. A limited set of commercial off-the-shelf (COTS) tools integrate with OSIsoft’s PI Historian for real-time data. However, each integration requires months of development effort, […]]]></description>
		
		
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		<item>
		<title>Securely Ingest Industrial Data to AWS via Machine to Cloud Solution</title>
		<link>https://noise.getoto.net/2021/09/08/securely-ingest-industrial-data-to-aws-via-machine-to-cloud-solution/</link>
		
		<dc:creator><![CDATA[Ajay Swamy]]></dc:creator>
		<pubDate>Wed, 08 Sep 2021 15:43:19 +0000</pubDate>
				<category><![CDATA[Amazon CloudFront]]></category>
		<category><![CDATA[Amazon DynamoDB]]></category>
		<category><![CDATA[Amazon Simple Storage Services (S3)]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS CloudFormation]]></category>
		<category><![CDATA[AWS IoT Core]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[AWS IoT SiteWise]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[Manufacturing]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=2795c85aa84a62b98f49ffcda2ad901c</guid>

					<description><![CDATA[As a manufacturing enterprise, maximizing your operational efficiency and optimizing output are critical factors in this competitive global market. However, many manufacturers are unable to frequently collect data, link data together, and generate insights to help them optimize performance. Furthermore, decades of competing standards for connectivity have resulted in the lack of universal protocols to […]]]></description>
		
		
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			</item>
		<item>
		<title>Audit Your Supply Chain with Amazon Managed Blockchain</title>
		<link>https://noise.getoto.net/2021/06/25/audit-your-supply-chain-with-amazon-managed-blockchain/</link>
		
		<dc:creator><![CDATA[Edouard Kachelmann]]></dc:creator>
		<pubDate>Fri, 25 Jun 2021 17:35:26 +0000</pubDate>
				<category><![CDATA[Amazon API Gateway]]></category>
		<category><![CDATA[Amazon Managed Blockchain]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[AWS Lambda]]></category>
		<category><![CDATA[blockchain]]></category>
		<category><![CDATA[Internet of Things]]></category>
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					<description><![CDATA[For manufacturing companies, visibility into complex supply chain processes is critical to establishing resilient supply chain management. Being able to trace events within a supply chain is key to verifying the origins of parts for regulatory requirements, tracing parts back to suppliers if issues arise, and for contacting buyers if there is a product/part recall. […]]]></description>
		
		
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		<item>
		<title>Enhancing Existing Building Systems with AWS IoT Services</title>
		<link>https://noise.getoto.net/2021/06/16/enhancing-existing-building-systems-with-aws-iot-services/</link>
		
		<dc:creator><![CDATA[Lewis Taylor]]></dc:creator>
		<pubDate>Wed, 16 Jun 2021 17:08:22 +0000</pubDate>
				<category><![CDATA[Amazon Athena]]></category>
		<category><![CDATA[Amazon QuickSight]]></category>
		<category><![CDATA[AWS IoT Analytics]]></category>
		<category><![CDATA[AWS IoT Events]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[Edge]]></category>
		<category><![CDATA[Internet of Things]]></category>
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					<description><![CDATA[With the introduction of cloud technology and by extension the rapid emergence of Internet of Things (IoT), the barrier to entry for creating smart building solutions has never been lower. These solutions offer commercial real estate customers potential cost savings and the ability to enhance their tenants’ experience. You can differentiate your business from competitors […]]]></description>
		
		
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