AWS Compute Blog

Architecture diagram showing AWS Lambda invoking Amazon Bedrock using the InvokeModel API call.

Designing Serverless Integration Patterns for Large Language Models (LLMs)

This post is written by Josh Hart, Principal Solutions Architect and Thomas Moore, Senior Solutions Architect This post explores best practice integration patterns for using large language models (LLMs) in serverless applications. These approaches optimize performance, resource utilization, and resilience when incorporating generative AI capabilities into your serverless architecture. Overview of serverless, LLMs and example […]

Combination of counter based metrics and latency based metrics.

Monitoring best practices for event delivery with Amazon EventBridge

This post is written by Maximilian Schellhorn, Senior Solutions Architect and Michael Gasch, Senior Product Manager, EventBridge Amazon EventBridge is a serverless event router that allows you to decouple your applications, using events to communicate important changes between event producers and consumers (targets). With EventBridge, producers publish events through an event bus, where you can […]

Function performance dashboard

Efficiently processing batched data using parallelization in AWS Lambda

This post is written by Anton Aleksandrov, Principal Solutions Architect, AWS Serverless Efficient message processing is crucial when handling large data volumes. By employing batching, distribution, and parallelization techniques, you can optimize the utilization of resources allocated to your AWS Lambda function. This post will demonstrate how to implement parallel data processing within the Lambda function handler, maximizing […]

Cross account access

Strengthening data security in AWS Step Functions with a customer-managed AWS KMS key

This post is written by Dhiraj Mahapatro, AWS Principal Specialist SA, Serverless. AWS Step Functions provides enhanced security with a customer-managed AWS KMS key. This allows organizations to maintain complete control over the encryption keys used to protect their data in Step Functions, ensuring that only allowed principals (IAM role, user, or a group) have access […]

Setting to allow recursive loops

AWS Lambda introduces recursive loop detection APIs

This post is written by James Ngai, Senior Product Manager, AWS Lambda, and Aneel Murari, Senior Specialist SA, Serverless. Today, AWS Lambda is announcing new recursive loop detection APIs that allow you to set recursive loop detection configuration on individual Lambda functions. This allows you to turn off recursive loop detection on functions that intentionally use […]

Enabling high availability of Amazon EC2 instances on AWS Outposts servers (Part 2)

This blog post was written by Brianna Rosentrater – Hybrid Edge Specialist SA and Jessica Win – Software Development Engineer This post is Part 2 of the two-part series ‘Enabling high availability of Amazon EC2 instances on AWS Outposts servers’, providing you with code samples and considerations for implementing custom logic to automate Amazon Elastic […]

Amazon EC2 auto-relaunch custom logic on AWS Outposts server architecture.

Enabling high availability of Amazon EC2 instances on AWS Outposts servers (Part 1)

This blog post is written by Brianna Rosentrater – Hybrid Edge Specialist SA and Jessica Win – Software Development Engineer. This post is part 1 of the two-part series ‘Enabling high availability of Amazon EC2 instances on AWS Outposts servers’, providing you with code samples and considerations for implementing custom logic to automate Amazon Elastic […]

Figure 1: CPU usage. c7g.16xl on the left, reference on the right.

Using Amazon APerf to go from 50% below to 36% above performance target

This post is written by Tyler Jones, Senior Solutions Architect – Graviton, AWS. Performance tuning the Renaissance Finagle-http benchmark Sometimes software doesn’t perform the way it’s expected to across different systems. This can be due to a configuration error, code bug, or differences in hardware performance. Amazon APerf is a powerful tool designed to help […]