AWS Compute Blog
Category: AWS Systems Manager
Optimizing GPU utilization for AI/ML workloads on Amazon EC2
This blog post is written by Ben Minahan, DevOps Consultant, and Amir Sotoodeh, Machine Learning Engineer. Machine learning workloads can be costly, and artificial intelligence/machine learning (AI/ML) teams can have a difficult time tracking and maintaining efficient resource utilization. ML workloads often utilize GPUs extensively, so typical application performance metrics such as CPU, memory, and […]
Serverless ICYMI Q1 2023
February 12, 2024: Amazon Kinesis Data Firehose has been renamed to Amazon Data Firehose. Read the AWS What’s New post to learn more. Welcome to the 21st edition of the AWS Serverless ICYMI (in case you missed it) quarterly recap. Every quarter, we share all the most recent product launches, feature enhancements, blog posts, webinars, […]
Securely retrieving secrets with AWS Lambda
AWS Lambda functions often need to access secrets, such as certificates, API keys, or database passwords. Storing secrets outside the function code in an external secrets manager helps to avoid exposing secrets in application source code. Using a secrets manager also allows you to audit and control access, and can help with secret rotation. Do […]
Choosing the right solution for AWS Lambda external parameters
This post is written by Thomas Moore, Solutions Architect, Serverless. When using AWS Lambda to build serverless applications, customers often need to retrieve parameters from an external source at runtime. This allows you to share parameter values across multiple functions or microservices, providing a single source of truth for updates. A common example is retrieving […]
Building well-architected serverless applications: Optimizing application costs
This series of blog posts uses the AWS Well-Architected Tool with the Serverless Lens to help customers build and operate applications using best practices. In each post, I address the serverless-specific questions identified by the Serverless Lens along with the recommended best practices. See the introduction post for a table of contents and explanation of the example application. COST 1. How […]
Tracking the latest server images in Amazon EC2 Image Builder pipelines
This post courtesy of Anoop Rachamadugu, Cloud Architect at AWS The Amazon EC2 Image Builder service helps users to build and maintain server images. The images created by EC2 Image Builder can be used with Amazon Elastic Compute Cloud (EC2) and on-premises. Image Builder reduces the effort of keeping images up-to-date and secure by providing […]
Building storage-first serverless applications with HTTP APIs service integrations
Over the last year, I have been talking about “storage first” serverless patterns. With these patterns, data is stored persistently before any business logic is applied. The advantage of this pattern is increased application resiliency. By persisting the data before processing, the original data is still available, if or when errors occur. Common pattern for […]
Building an electronic security lock using serverless
In this guide I show how to build an electronic security lock for package delivery, securing physical documents, or granting access to a secret lab. This project uses AWS Serverless to create a touchscreen keypad lock that uses SMS to alert a recipient with a custom message and unlock code. Files are included for the […]
Building well-architected serverless applications: Approaching application lifecycle management – part 3
This series of blog posts uses the AWS Well-Architected Tool with the Serverless Lens to help customers build and operate applications using best practices. In each post, I address the nine serverless-specific questions identified by the Serverless Lens along with the recommended best practices. See the Introduction post for a table of contents and explanation […]
Query for the latest Amazon Linux AMI IDs using AWS Systems Manager Parameter Store
This post is courtesy of Arend Castelein, Software Development Engineer – AWS Want a simpler way to query for the latest Amazon Linux AMI? AWS Systems Manager Parameter Store already allows for querying the latest Windows AMI. Now, support has been expanded to include the latest Amazon Linux AMI. Each Amazon Linux AMI now has […]