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	<title>Raj Ramasubbu &#8211; Noise</title>
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		<title>Deploy real-time analytics with StarTree for managed Apache Pinot on AWS</title>
		<link>https://noise.getoto.net/2025/03/13/deploy-real-time-analytics-with-startree-for-managed-apache-pinot-on-aws/</link>
		
		<dc:creator><![CDATA[Raj Ramasubbu]]></dc:creator>
		<pubDate>Thu, 13 Mar 2025 20:02:13 +0000</pubDate>
				<category><![CDATA[Amazon Managed Streaming for Apache Kafka (Amazon MSK)]]></category>
		<category><![CDATA[Enterprise BI]]></category>
		<category><![CDATA[Kinesis Data Streams]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Partner solutions]]></category>
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					<description><![CDATA[In this post, we introduce StarTree as a managed solution on AWS for teams seeking the advantages of Pinot. We highlight the key distinctions between open-source Pinot and StarTree, and provide valuable insights for organizations considering a more streamlined approach to their real-time analytics infrastructure.]]></description>
		
		
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		<title>Read and write S3 Iceberg table using AWS Glue Iceberg Rest Catalog from Open Source Apache Spark</title>
		<link>https://noise.getoto.net/2024/12/04/read-and-write-s3-iceberg-table-using-aws-glue-iceberg-rest-catalog-from-open-source-apache-spark/</link>
		
		<dc:creator><![CDATA[Raj Ramasubbu]]></dc:creator>
		<pubDate>Wed, 04 Dec 2024 18:53:59 +0000</pubDate>
				<category><![CDATA[Amazon Simple Storage Service (S3)]]></category>
		<category><![CDATA[Analytics]]></category>
		<category><![CDATA[AWS Glue]]></category>
		<category><![CDATA[AWS Lake Formation]]></category>
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					<description><![CDATA[In this post, we will explore how to harness the power of Open source Apache Spark and configure a third-party engine to work with AWS Glue Iceberg REST Catalog. The post will include details on how to perform read/write data operations against Amazon S3 tables with AWS Lake Formation managing metadata and underlying data access using temporary credential vending.]]></description>
		
		
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		<title>Build a real-time analytics solution with Apache Pinot on AWS</title>
		<link>https://noise.getoto.net/2024/08/06/build-a-real-time-analytics-solution-with-apache-pinot-on-aws/</link>
		
		<dc:creator><![CDATA[Raj Ramasubbu]]></dc:creator>
		<pubDate>Tue, 06 Aug 2024 14:40:13 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Managed Service for Apache Flink]]></category>
		<category><![CDATA[Analytics]]></category>
		<category><![CDATA[Embedded Analytics]]></category>
		<category><![CDATA[Enterprise BI]]></category>
		<category><![CDATA[Expert (400)]]></category>
		<category><![CDATA[Kinesis Data Analytics]]></category>
		<category><![CDATA[Kinesis Data Streams]]></category>
		<category><![CDATA[open source]]></category>
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					<description><![CDATA[In this, we will provide a step-by-step guide showing you how you can build a real-time OLAP datastore on Amazon Web Services (AWS) using Apache Pinot on Amazon Elastic Compute Cloud (Amazon EC2) and do near real-time visualization using Tableau. You can use Apache Pinot for batch processing use cases as well but, in this post, we will focus on a near real-time analytics use case.]]></description>
		
		
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		<title>Monitoring Amazon OpenSearch Serverless using AWS User Notifications</title>
		<link>https://noise.getoto.net/2023/08/29/monitoring-amazon-opensearch-serverless-using-aws-user-notifications/</link>
		
		<dc:creator><![CDATA[Raj Ramasubbu]]></dc:creator>
		<pubDate>Tue, 29 Aug 2023 20:23:49 +0000</pubDate>
				<category><![CDATA[Amazon OpenSearch Service]]></category>
		<category><![CDATA[Analytics]]></category>
		<category><![CDATA[Foundational (100)]]></category>
		<category><![CDATA[serverless]]></category>
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					<description><![CDATA[Amazon OpenSearch Serverless is a serverless deployment option for Amazon OpenSearch Service that makes it simple for you to run search and analytics workloads without having to think about infrastructure management. The compute capacity used for data ingestion, and search and query in OpenSearch Serverless is measured in OpenSearch Compute Units (OCUs). Customers can configure […]]]></description>
		
		
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		<title>Create an Apache Hudi-based near-real-time transactional data lake using AWS DMS, Amazon Kinesis, AWS Glue streaming ETL, and data visualization using Amazon QuickSight</title>
		<link>https://noise.getoto.net/2023/08/03/create-an-apache-hudi-based-near-real-time-transactional-data-lake-using-aws-dms-amazon-kinesis-aws-glue-streaming-etl-and-data-visualization-using-amazon-quicksight/</link>
		
		<dc:creator><![CDATA[Raj Ramasubbu]]></dc:creator>
		<pubDate>Thu, 03 Aug 2023 14:46:38 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon Athena]]></category>
		<category><![CDATA[Amazon Kinesis]]></category>
		<category><![CDATA[Amazon QuickSight]]></category>
		<category><![CDATA[Apache Hudi]]></category>
		<category><![CDATA[AWS Database Migration Service]]></category>
		<category><![CDATA[AWS Glue]]></category>
		<category><![CDATA[Kinesis Data Streams]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[We recently announced support for streaming extract, transform, and load (ETL) jobs in AWS Glue version 4.0, a new version of AWS Glue that accelerates data integration workloads in AWS. AWS Glue streaming ETL jobs continuously consume data from streaming sources, clean and transform the data in-flight, and make it available for analysis in seconds. AWS also offers a broad selection of services to support your needs. A database replication service such as AWS Database Migration Service (AWS DMS) can replicate the data from your source systems to Amazon Simple Storage Service (Amazon S3), which commonly hosts the storage layer of the data lake. This post demonstrates how to apply CDC changes from Amazon Relational Database Service (Amazon RDS) or other relational databases to an S3 data lake, with flexibility to denormalize, transform, and enrich the data in near-real time.]]></description>
		
		
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		<title>Access Amazon OpenSearch Serverless collections using a VPC endpoint</title>
		<link>https://noise.getoto.net/2023/07/11/access-amazon-opensearch-serverless-collections-using-a-vpc-endpoint/</link>
		
		<dc:creator><![CDATA[Raj Ramasubbu]]></dc:creator>
		<pubDate>Tue, 11 Jul 2023 16:30:49 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon OpenSearch Service]]></category>
		<category><![CDATA[serverless]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[Amazon OpenSearch Serverless helps you index, analyze, and search your logs and data using OpenSearch APIs and dashboards. The OpenSearch Serverless collection is a group of indexes. API and dashboard clients can access the collections from public networks or one or more VPCs. For VPC access to collections and dashboards, you can create VPC endpoints. […]]]></description>
		
		
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