Tutorial

Table of Contents Introduction Understanding Amazon Redshift Serverless AI-driven Scaling and Optimizations 3.1 Workload pattern learning 3.2 Tailored performance optimizations 3.3 Automatic capacity adjustments AI-enhanced Optimizations and Forecasting 4.1 Automatic materialized views 4.2 ML-enhanced sorting technique Setting Price-Performance Targets 5.1 The concept of price-performance slider 5.2 Optimizing cost with workload requirements Technical Considerations for SEO …

The Ultimate Guide to Amazon Redshift Serverless with AI-driven Scaling and Optimizations Read More »

In today’s fast-paced and ever-changing digital landscape, it is imperative to have robust backup and restore mechanisms in place. AWS Backup is a powerful service offered by Amazon Web Services (AWS) that enables you to efficiently create, manage, and automate your backups across various AWS services. With the recent launch of support for restore testing, …

Introduction Read More »

Introduction¶ In an effort to provide partners with the tools and resources they need to accelerate customer issue resolution, AWS is excited to announce enhanced capabilities for Partner-Led Support. This release gives partners secure access to several diagnostic tools previously only available to AWS Support. With the added benefits of ongoing training, collaboration with AWS …

Announcing Enhanced Capabilities for Partner-Led Support Read More »

Introduction¶ In the world of relational databases, scaling workloads has always been a challenge. Traditional databases often require custom solutions or the management of multiple databases to handle increasing workloads efficiently. However, Amazon Aurora Limitless Database changes the game with its innovative serverless endpoint that automatically distributes data and queries across multiple Amazon Aurora Serverless …

Announcing Amazon Aurora Limitless Database Read More »

Introduction¶ In today’s highly connected business landscape, efficient and seamless data interchange between organizations is essential. AWS B2B Data Interchange offers a robust solution for onboarding, managing, and monitoring your entire network of trading partner relationships. This centralized dashboard allows you to streamline communication mechanisms and automate data transformations, leading to improved efficiency and meaningful …

Announcing AWS B2B Data Interchange Read More »

In recent years, machine learning (ML) has become increasingly popular across various industries. With the ability to analyze and interpret massive amounts of data, ML has revolutionized the way businesses approach problem-solving and decision-making. However, one of the biggest challenges faced by ML practitioners is managing and processing these large datasets efficiently. Amazon Simple Storage …

New updates automatically accelerate Amazon S3 data transfer for ML training Read More »

Introduction¶ Large Language Models (LLMs) have gained immense popularity across various domains due to their ability to generate natural language text, understand context, and perform advanced tasks like machine translation, sentiment analysis, and chatbots. However, these models are often too large to fit on a single accelerator or GPU device, leading to challenges in achieving …

Guide to Large Model Inference with Amazon SageMaker LMI DLC and TensorRT-LLM support Read More »

In this guide, we will be discussing the major dashboard enhancements that have been announced in AWS Security Hub. These enhancements allow users to filter and customize their dashboard views, as well as view a new set of widgets that have been carefully chosen to reflect the modern cloud security threat landscape and relate to …

Introduction Read More »

Introduction¶ Amazon Elastic File System (EFS) is a fully managed, serverless file storage service that allows you to easily set up and run file workloads in the cloud. With the introduction of Amazon EFS Replication, you can maintain an up-to-date secondary copy of your primary file system in the AWS Region of your choice. This …

Guide to Amazon EFS Replication and Failback Read More »

Amazon Simple Queue Service (SQS) is a fully managed message queuing service that enables users to decouple and scale microservices, distributed systems, and serverless applications. With SQS, users can send, store, and receive messages between software components at any volume without the need to manage infrastructure. SQS offers two types of queues, standard and FIFO. …

Introduction to Amazon SQS Read More »