Architecting a Data Lake for Higher Education Student Analytics

By Dustin Ward

Amazon Web Services FeedArchitecting a Data Lake for Higher Education Student Analytics One of the keys to identifying timely and impactful actions is having enough raw material to work with. However, this up-to-date information typically lives in the databases that sit behind several different applications. One of the first steps to finding data-driven insights is…

Bring your own CLI to Session Manager with configurable shell profiles

By Dustin Ward

Amazon Web Services FeedBring your own CLI to Session Manager with configurable shell profiles In keeping with the principle that identity is the new perimeter, AWS Systems Manager Session Manager provides a mechanism for authenticated and authorized AWS Identity and Access Management (IAM) principals to gain data-plane shell access to Amazon EC2 instances, without setting…

Using Amazon SageMaker inference pipelines with multi-model endpoints

By Dustin Ward

Amazon Web Services FeedUsing Amazon SageMaker inference pipelines with multi-model endpoints Businesses are increasingly deploying multiple machine learning (ML) models to serve precise and accurate predictions to their consumers. Consider a media company that wants to provide recommendations to its subscribers. The company may want to employ different custom models for recommending different categories of…

Public Preview – AWS Distro for OpenTelemetry

By Dustin Ward

Amazon Web Services FeedPublic Preview – AWS Distro for OpenTelemetry It took me a while to figure out what observability was all about. A year or two I asked around and my colleagues told me that I needed to follow Charity Majors and to read her blog (done, and done). Just this week, Charity tweeted:…