Michael Brown

Dealing with I/O Bottlenecks in High Throughput Model Training - Jan Sellner, German Cancer Research Center Have you ever faced the problem of low GPU utilization due to data loading bottlenecks? I/O heavy workloads require optimized data loading strategies as otherwise the GPU usage is suboptimal...

Containers have become a common distribution solution for cloud-native applications and are driving the need for new innovations in software supply chain security. In this chalk talk, members of the AWS Signer and Amazon ECR teams walk you through open-source components and AWS Solutions to build a complete container image signing solution on AWS.

Analyzing the massive quantities and types of data generated in an industrial setting can enable effective predictive maintenance, improved production forecasting, improved quality, and better visibility into production optimization opportunities. An industrial data lake is foundational to help manage and store structured and unstructured data, enabling industrial organizations to unlock...