Helping a Pharmaceutical Company Drive Business Insights Using ZS Accelerators on Amazon Redshift

By Dustin Ward

AWS FeedHelping a Pharmaceutical Company Drive Business Insights Using ZS Accelerators on Amazon Redshift By Nishesh Aggarwal, Strategy & Architecture Manager at ZS AssociatesBy Rohan Kejriwal, Solution Delivery Consultant at ZS Associates The initial part of an organization’s cloud journey is typically focused on moving workloads from traditional, on-premises tech stacks to cloud-based technologies that…

Using container images to run PyTorch models in AWS Lambda

By Dustin Ward

AWS FeedUsing container images to run PyTorch models in AWS Lambda PyTorch is an open-source machine learning (ML) library widely used to develop neural networks and ML models. Those models are usually trained on multiple GPU instances to speed up training, resulting in expensive training time and model sizes up to a few gigabytes. After…

Managing domain membership of dynamic fleet of EC2 instances

By Dustin Ward

AWS FeedManaging domain membership of dynamic fleet of EC2 instances This post is written by Alex Zarenin, Senior AWS Solution Architect, Microsoft Tech. Updated: February 10, 2021 1.   Introduction For most companies, a move of Microsoft workloads to AWS starts with “lift and shift” where existing workloads are moved from the on-premises data centers to…