Amazon Web Services FeedEnforce your AWS Network Firewall protections at scale with AWS Firewall Manager As you look to manage network security on Amazon Web Services (AWS), there are multiple tools you can use to protect your resources and keep your data safe. Amazon Virtual Private Cloud (Amazon VPC), security groups (SGs), network access control…
Amazon Web Services FeedMigrating Cortex CI/CD workflows to GitHub Actions In this blog post, intern engineers Azfaar Qureshi and Shovnik Bhattacharya talk about their experience working with Cortex, a popular open source observability project. They share the challenges they faced and how they applied lessons learned to improve the development experience for other contributors in…
Amazon Web Services FeedAutomated model refresh with streaming data In today’s world, being able to quickly bring on-premises machine learning (ML) models to the cloud is an integral part of any cloud migration journey. This post provides a step-by-step guide for launching a solution that facilitates the migration journey for large-scale ML workflows. This solution…
Amazon Web Services FeedUsing Amazon CloudWatch Lambda Insights to Improve Operational Visibility To balance costs, while at the same time ensuring the service levels needed to meet business requirements are met, some customers elect to continuously monitor and optimize their AWS Lambda functions. They collect and analyze metrics and logs to monitor performance, and to…
Amazon Web Services FeedPreparing data for ML models using AWS Glue DataBrew in a Jupyter notebook AWS Glue DataBrew is a new visual data preparation tool that makes it easy for data analysts and data scientists to clean and normalize data to prepare it for analytics and machine learning (ML). In this post, we examine…
Amazon Web Services FeedMonitoring AWS Outposts capacity This post is authored by Mike Burbey, Sr. Outposts SA AWS Outposts is a fully managed service that offers the same AWS infrastructure, AWS services, APIs, and tools to any data center, colocation space, or on-premises facility for a consistent hybrid experience. AWS Outposts is ideal for workloads…