Streamlined monitoring and debugging for Amazon EMR on EC2
In this post, we walk you through five key enhancements: Amazon CloudWatch Logs integration, step-level Amazon Simple Storage Service (Amazon S3) logging controls, expanded console...
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In this post, we walk you through five key enhancements: Amazon CloudWatch Logs integration, step-level Amazon Simple Storage Service (Amazon S3) logging controls, expanded console...
As data volumes grow from terabytes to petabytes, the architecture for generating synthetic data must evolve to meet increasing demands for scale, performance, and data quality. In...
In this post, we show you how to build an AI-powered troubleshooting solution using Amazon OpenSearch Service vector search and intelligent analysis. This solution reduces HBase in...
Selecting the right SQL processing solution for large-scale data analytics is a critical decision for organizations. As data volumes grow exponentially, the technology landscape ha...
In this post, we show how to configure Kerberos authentication for Spark jobs on Amazon EMR on EKS, authenticating against a Kerberos-enabled HMS so you can run both Amazon EMR on...
In this post, we explore how to use Apache Sedona with AWS Glue to process and analyze massive geospatial datasets.
AWS EC2 Fundamentals: Renting Computing Power Without Breaking the Bank Have you ever faced this nightmare: a looming deadline, a massive batch job or a machine learning model to...
The Data Challenge Every industry has its version of the same data engineering problem: massive, complex payloads generated at the edge — far from the cloud, often on unreliable ne...
In 2006, Amazon Web Services (AWS) launched Elastic Compute Cloud (EC2). It was a watershed moment that moved computing from physical server rooms to a scalable, virtualized utilit...
Ampere processors with Arm architecture deliver superior power efficiency and cost advantages compared to traditional x86 architecture. Hadoop, with its core components and broader...
A few years ago, the popular online music service Spotify had a problem. Users were receiving application errors rather than bobbing their heads to the latest Taylor Swift lyric. T...
On May 12, 2026, we announced the general availability of Amazon Redshift RG instances, powered by AWS Graviton processors. RG instances are up to 2.2x as fast for data warehouse w...
In this post, you learn how Smartsheet built a Real-time Dynamic Filtering (RDF) system on Amazon Managed Service for Apache Flink, cutting messaging costs by over $40,000 per mont...
Dataware house gambles cloud conveniences, AI accelerated insights will justify the cost.
In this post, we walk through building a scalable, event-driven transcription pipeline that automatically processes audio files uploaded to Amazon Simple Storage Service (Amazon S3...
In this post, we demonstrate how to use AWS Glue to migrate data from an Amazon Aurora database snapshot into an Aurora DSQL cluster.
It’s like having your own personal expert AWS solutions architect and data engineer rolled into one. The post Introducing the Agent Toolkit for Amazon Web Services appeared first o...
Vendor benchmark finds APIs let you do the job faster and cheaper
AI agents asking questions in natural language apparently issue a lot more queries than your average SQL jockey
This post demonstrates how agentic AI assistant from Amazon Quick transform data analytics into a self-service capability by using Amazon Simple Storage Service (Amazon S3) as a st...
In this post, you will learn how to secure reserved GPU capacity for short-term workloads using Amazon Elastic Compute Cloud (Amazon EC2) Capacity Blocks for ML and Amazon SageMake...
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Enterprises face challenges when teams create data assets outside of central data catalogs. It adds overhead for discovery, and limits collaboration. Amazon’s Business Data Technol...
In this post, you learn how to build a real-time AI movie recommendation system by streaming live data changes from Amazon Keyspaces to Amazon S3 vector storage. The post shows how...
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