July 2026

Introduction¶ In the world of machine learning (ML) and artificial intelligence (AI), effective resource management is paramount. Amazon SageMaker HyperPod introduces an innovative way to enhance your workflow, particularly with its recent support for AMI-based node lifecycle configuration for Slurm clusters using continuous provisioning. In this guide, we will explore how to leverage this new …

Amazon SageMaker HyperPod Supports AMI-Based Configuration Read More »

Data engineering involves handling and processing vast amounts of data to derive actionable insights, and leveraging solutions like Amazon EMR on EKS (Elastic Kubernetes Service) can simplify this process. This guide will delve into how to effectively utilize the new Apache Spark troubleshooting agent integrated into Amazon EMR on EKS. You will learn actionable insights …

Comprehensive Guide to Using Amazon EMR on EKS with Apache Spark Troubleshooting Read More »

Introduction¶ Amazon DocumentDB (with MongoDB compatibility) is a powerful managed database service designed to make it easier for developers and businesses to work with document databases. As of July 10, 2026, this service has been enhanced to support R8g.24xlarge and R8g.48xlarge instances. With the introduction of these instances powered by AWS Graviton4 processors and equipped …

Amazon DocumentDB R8g Instances: Unlocking Performance Read More »

Introduction¶ In today’s fast-paced world of artificial intelligence and machine learning, the ability to efficiently manage and utilize data is paramount. This is where Amazon SageMaker Feature Store plays a crucial role. In this comprehensive guide, we will explore how Amazon SageMaker Feature Store now supports batch feature writes and record listing as of July …

Comprehensive Guide to Amazon SageMaker Feature Store Features Read More »

Introduction¶ Amazon SageMaker Unified Studio has recently introduced an exciting feature: custom asset types for IAM-based domains. This innovative update allows domain administrators to catalog a diverse range of asset formats within SageMaker, facilitating easier access and management. Whether you’re dealing with medical imaging files stored in Amazon S3, PowerBI revenue dashboards, or PDF research …

Amazon SageMaker Unified Studio: Custom Asset Types Explained Read More »

AWS Client VPN has become a game-changer for organizations seeking to provide secure remote access to their AWS and on-premises resources. With the recent expansion into four additional AWS regions—Canada West (Calgary), Mexico (Central), and two in Asia Pacific—New Zealand and Taipei—this fully managed service offers a powerful solution for remote connectivity. This comprehensive guide …

AWS Client VPN: A Comprehensive Guide to Secure Remote Access Read More »

Introduction Amazon RDS for Oracle now supports Oracle Database 26ai, representing a major advancement in database technology. This article provides a complete guide on leveraging the capabilities of Oracle Database 26ai within Amazon RDS, including the integration of AI technologies like Oracle AI and Amazon Bedrock. Whether you’re a developer, a database administrator, or a …

Amazon RDS for Oracle Database 26ai: A Comprehensive Guide Read More »

Amazon Redshift RG instances are now available in AWS GovCloud (US) Regions, revolutionizing how businesses manage large-scale data warehousing and analytics. These powerful instances utilize AWS Graviton processors, delivering enhanced performance and cost efficiency, making them an essential asset for any organization looking to optimize their data management strategy. In this comprehensive guide, we will …

Unlocking the Power of Amazon Redshift RG Instances in AWS GovCloud (US) Read More »

In the modern data ecosystem, efficient data management and real-time processing are critical for organizations striving to maintain a competitive edge. One such innovative solution is Amazon Aurora DSQL Change Data Capture (CDC), which is now generally available. In this comprehensive guide, we will delve deeply into what CDC is, how it functions within Amazon …

Unlocking the Power of Amazon Aurora DSQL Change Data Capture (CDC) Read More »

AWS Security Hub now offers Network Scanning to identify publicly reachable resources, significantly enhancing your cloud security posture. This new feature, as announced on July 8, 2026, allows organizations to have deeper insights into their AWS and Azure environments by probing resources from the internet. In this guide, we will delve into how Network Scanning …

AWS Security Hub Introduces Network Scanning Capabilities Read More »