AWS Compute Blog

When expanding your Graviton deployment across multiple AWS Regions, careful planning helps you navigate considerations around regional instance type availability and capacity optimization. This post shows how to implement advanced configuration strategies for Graviton-enabled EC2 Auto Scaling groups across multiple Regions, helping you maximize instance availability, reduce costs, and maintain consistent application performance even in AWS Regions with limited Graviton instance type availability.

In this post, we explore the architecture considerations that come into play when deciding between a multi-rack logical Outposts rack, or using multiple Outposts racks to support your highly available workloads.

AWS Lambda cold start latency can impact performance for latency-sensitive applications, with function initialization being the primary contributor to startup delays. Lambda SnapStart addresses this challenge by reducing cold start times from several seconds to sub-second performance for Java, Python, and .NET runtimes with minimal code changes. This post explains SnapStart’s underlying mechanisms and provides performance optimization recommendations for applications using this feature.

Imagine an AI assistant that doesn’t just respond to prompts – it reasons through goals, acts, and integrates with real-time systems. This is the promise of agentic AI. According to Gartner, by 2028 over 33% of enterprise applications will embed agentic capabilities – up from less than 1% today. While early generative AI efforts focused […]

Cold starts are an important consideration when building applications on serverless platforms. In AWS Lambda, they refer to the initialization steps that occur when a function is invoked after a period of inactivity or during rapid scale-up. While typically brief and infrequent, cold starts can introduce additional latency, making it essential to understand them, especially […]

With AWS Outposts racks, you can extend AWS infrastructure, services, APIs, and tools to on-premises locations. Providing performant, stable, and resilient network connections to both the parent AWS Region as well as the local network is essential to maintaining uninterrupted service. The release of two new Amazon CloudWatch metrics, VifConnectionStatus and VifBgpSessionState, gives you greater visibility into the operational status of the Outpost network connections. In this post, we discuss how to use these metrics to quickly identify network disruptions, using additional data points that can help reduce time to resolution.

Modern applications increasingly rely on Serverless technologies such as Amazon Web Services (AWS) Lambda to provide scalability, cost efficiency, and agility. The Serverless Applications Lens for the AWS Well-Architected Framework focuses on how to design, deploy, and architect your Serverless applications to overcome some of these challenges. Powertools for AWS Lambda is a developer toolkit that […]

This blog post discusses the AWS Lambda as orchestrator anti-pattern and how to redesign serverless solutions using AWS Step Functions with native integrations.

Quorum queues are now available on Amazon MQ for RabbitMQ from version 3.13. Quorum queues are a replicated First-In, First-Out (FIFO) queue type that uses the Raft consensus algorithm to maintain data consistency. Quorum queues on RabbitMQ version 3.13 lack one key feature compared to classic queues: message prioritization. However, RabbitMQ version 4.0 introduced support […]

Today, AWS introduced Amazon Simple Queue Service (Amazon SQS) fair queues, a new feature that mitigates noisy neighbor impact in multi-tenant systems. With fair queues, your applications become more resilient and easier to operate, reducing operational overhead while improving quality of service for your customers. In distributed architectures, message queues have become the backbone of […]