AWS Compute Blog

Category: Best Practices

Optimizing cold start performance of AWS Lambda using advanced priming strategies with SnapStart

Introduced at re:Invent 2022, SnapStart is a performance optimization that makes it easier to build highly responsive and scalable applications using AWS Lambda. The largest contributor to startup latency (often referred to as cold-start time) is the time spent initializing a function. This post discusses ‘Priming’, a technique to further optimize startup times for AWS Lambda functions built using Java and Spring Boot.

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 […]

Diagram showing the three migration phases of assess, mobilize, and migrate and modernize

Migrating your on-premises workloads to AWS Outposts rack

This post is written by Craig Warburton, Senior Solutions Architect, Hybrid. Sedji Gaouaou, Senior Solutions Architect, Hybrid. Brian Daugherty, Principal Solutions Architect, Hybrid. Migrating workloads to AWS Outposts rack offers you the opportunity to gain the benefits of cloud computing while keeping your data and applications on premises. For organizations with strict data residency requirements, […]

Architecture overview

Deploying an EMR cluster on AWS Outposts to process data from an on-premises database

This post is written by Eder de Mattos, Sr. Cloud Security Consultant, AWS and Fernando Galves, Outpost Solutions Architect, AWS. In this post, you will learn how to deploy an Amazon EMR cluster on AWS Outposts and use it to process data from an on-premises database. Many organizations have regulatory, contractual, or corporate policy requirements […]

NVIDIA NVDEC/NVENC architecture. Source https://developer.nvidia.com/video-codec-sdk

Optimizing video encoding with FFmpeg using NVIDIA GPU-based Amazon EC2 instances

This post is written by Alejandro Gil, Solutions Architect and Joseba Echevarría, Solutions Architect.  Introduction The purpose of this blog post is to compare video encoding performance between CPUs and Nvidia GPUs to determine the price/performance ratio in different scenarios while highlighting where it would be best to use a GPU. Video encoding plays a […]

Solution architecture

Hibernating EC2 Instances in Response to a CloudWatch Alarm

This blog post is written by Jose Guay, Technical Account Manger, Enterprise Support.  A typical option to reduce costs associated with running Amazon Elastic Compute Cloud (Amazon EC2) instances is to stop them when they are idle. However, there are scenarios where stopping an idle instance is not practical. For example, instances with development environments […]

The attendee’s guide to the AWS re:Invent 2023 Compute track

This post by Art Baudo – Principal Product Marketing Manager – AWS EC2, and Pranaya Anshu – Product Marketing Manager – AWS EC2 We are just a few weeks away from AWS re:Invent 2023, AWS’s biggest cloud computing event of the year. This event will be a great opportunity for you to meet other cloud […]

Introducing instance maintenance policy for Amazon EC2 Auto Scaling

This post is written by Ahmed Nada, Principal Solutions Architect, Flexible Compute and Kevin OConnor, Principal Product Manager, Amazon EC2 Auto Scaling. Amazon Web Services (AWS) customers around the world trust Amazon EC2 Auto Scaling to provision, scale, and manage Amazon Elastic Compute Cloud (Amazon EC2) capacity for their workloads. Customers have come to rely […]

A/B Configuration: Mix CPU architecture with ALB ingress connected to two separate CPU services

Mixing AWS Graviton with x86 CPUs to optimize cost and resiliency using Amazon EKS

This post is written by Yahav Biran, Principal SA, and Yuval Dovrat, Israel Head Compute SA. This post shows you how to integrate AWS Graviton-based Amazon EC2 instances into an existing Amazon Elastic Kubernetes Service (Amazon EKS) environment running on x86-based Amazon EC2 instances. Customers use mixed-CPU architectures to enable their application to utilize a wide selection […]