Tutorial

AWS Compute Optimizer: Maximizing Efficiency Across EC2 and RDS

Introduction to AWS Compute Optimizer¶ In today’s cloud-first era, optimizing workload performance while minimizing costs is essential for businesses utilizing Amazon Web Services (AWS). The AWS Compute Optimizer, a powerful tool for enhancing resource utilization, has recently expanded its capabilities to support 162 new EC2 instance types and 32 new RDS DB instance classes. This …

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Unlocking AWS Elastic Beanstalk: Guide to AI-Powered Analysis

Introduction¶ In an era dominated by cloud computing, understanding the nuances of platform capabilities becomes paramount for developers and operations teams. With the recent expansion of AWS Elastic Beanstalk AI-powered environment analysis now supporting Windows, effective management and troubleshooting of applications running on Windows Server platforms have never been easier. This guide will walk you …

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Amazon SageMaker: Unified Studio’s Support for Serverless Notebooks

Amazon SageMaker has revolutionized the way data professionals work with machine learning (ML) and analytics. The introduction of Amazon SageMaker Unified Studio’s support for serverless notebooks marks a pivotal change, especially with its integrated capabilities for AWS IAM Identity Center (IdC) domains. This guide explores how you can leverage this powerful feature to enhance your …

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AWS Parallel Computing Service Supports Slurm 25.11

The AWS Parallel Computing Service (AWS PCS) has just released support for Slurm version 25.11, marking a significant update for users leveraging high-performance computing (HPC) workloads. This latest release introduces a suite of features designed to optimize performance and enhance the user experience. This comprehensive guide will cover everything you need to know about these …

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How Amazon SageMaker Unified Studio Supports VPC for Notebook Kernels

In the rapidly evolving landscape of machine learning (ML) and data analytics, keeping your data secure while maintaining accessibility is paramount. With the introduction of Amazon SageMaker Unified Studio’s new functionality that supports Amazon Virtual Private Cloud (VPC) for notebook kernels, users can now enjoy enhanced security and compliance. This comprehensive guide will take you …

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Amazon EC2 Managed Resource Visibility Settings Explained

Introduction¶ Amazon EC2 has made a significant update with its Managed Resource Visibility Settings, allowing users unprecedented control over how managed resources appear in their environment. This change improves the clarity and streamline of managing your infrastructure, whether it’s self-managed or handled by AWS services like Amazon EKS, ECS, or AWS Lambda. In this comprehensive …

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Enhancements to AWS Network Firewall Managed Rules Overview

The advancements in AWS Network Firewall managed rules from AWS Marketplace partners are game-changing, providing enhanced security measures that improve your cloud workload protections. This comprehensive guide will delve into the updates, benefits, and actionable steps to optimize your firewall rules, giving you clear insights into how you can leverage these enhancements effectively. Table of …

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Comprehensive Guide to Amazon EC2 C8i-flex Instances

Introduction¶ In the ever-evolving landscape of cloud computing, Amazon Web Services (AWS) remains at the forefront of innovation, consistently releasing cutting-edge features and instance types to enhance user experiences. One of their latest offerings is the C8i-flex instances, which are now available in the Europe (Ireland, London) and Asia Pacific (New Zealand) regions. This guide …

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Amazon SageMaker AI: Optimized Generative AI Inference Recommendations

Amazon SageMaker AI has introduced a groundbreaking feature designed to optimize generative AI inference recommendations. This guide will explore the functionalities, benefits, and practical applications of these recommendations, empowering you to fully leverage Amazon SageMaker in your AI projects. Introduction¶ In the world of AI, particularly generative AI, optimizing models for inference performance is crucial. …

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Unlocking AWS Lambda Functions with Amazon S3 Files Integration

Introduction¶ In the rapidly evolving world of cloud computing, AWS Lambda continues to stand out as a pivotal serverless computing platform that allows developers to run code in response to events without provisioning or managing servers. The recent integration of Amazon S3 Files with AWS Lambda functions has taken functionality to a whole new level, …

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