Abstract: We propose a holistic framework for evaluating training time, cost, and energy across distributed AI training configurations. With optimal DCI bandwidth ...
Abstract: Characterizing and predicting the training performance of modern machine learning (ML) workloads on compute systems with compute and communication spread between CPUs, GPUs, and network ...
Mdm: Discover comprehensive reviews on the top mobile device management software for enterprises in 2025. Explore key features, pricing, and insights to secure and streamline your mobile device ...
[10/28/2025] Code Release! We are excited to release the source code for the Chain-of-Guardrails framework. Coming Soon: The core datasets and prompts used to reproduce our paper's results are being ...
EdgeTrain is a Python package designed to dynamically adjust deep learning training parameters and strategies based on CPU and GPU performance. It optimizes the training process by adjusting batch ...