IEEE

Accelerating Distributed Machine Learning with Allreduce Reconfiguration Based on Optical Circuit Switching

Abstract: We propose to apply optical circuit switching to enable dynamic AllReduce reconfiguration for accelerating distributed machine learning. With simulated annealing-based optimization, the ...
IEEE

SMART-FL: Single-Shot Merged Adaptive Resource-Aware Tensor-Fusion for Efficient Federated Learning in Heterogeneous Cross-Silo Environments

Abstract: Federated Learning (FL) is an evolutionary approach for privacy-preserving distributed machine learning and is particularly significant in cross-silo settings where direct data sharing is ...

Medical Interview Preparation Launches Resources for International Medical Graduates

Havant, England - January 22, 2026 - PRESSADVANTAGE - Medical Interview Preparation has announced the expansion of its ...
InfoQ

Google BigQuery Adds SQL-Native Managed Inference for Hugging Face Models

Google has launched SQL-native managed inference for 180,000+ Hugging Face models in BigQuery. The preview release collapses the ML lifecycle into a unified SQL interface, eliminating the need for ...