Improving the CPU and latency performance of Amazon applications using AWS CodeGuru Profiler

By Dustin Ward

AWS FeedImproving the CPU and latency performance of Amazon applications using AWS CodeGuru Profiler Amazon CodeGuru Profiler is a developer tool powered by machine learning (ML) that helps identify an application’s most expensive lines of code and provides intelligent recommendations to optimize it. You can identify application performance issues and troubleshoot latency and CPU utilization…

Simplified Cloud Database Management Using Couchbase Cloud and AWS

By Dustin Ward

AWS FeedSimplified Cloud Database Management Using Couchbase Cloud and AWS By Scott Anderson, SVP Product Management and Business Operations at Couchbase Couchbase NoSQL database administrators have been using Amazon Web Services (AWS) to host clusters for many years, including stand-alone servers, small or large clusters, and more recently Kubernetes-managed configurations. However, cloud-based solution developers can…

Data processing options for AI/ML

By Dustin Ward

AWS FeedData processing options for AI/ML Training an accurate machine learning (ML) model requires many different steps, but none are potentially more important than data processing. Examples of processing steps include converting data to the input format expected by the ML algorithm, rescaling and normalizing, cleaning and tokenizing text, and many more. However, data processing…