A new communication-collective system, OptiReduce, speeds up AI and machine learning training across multiple cloud servers by setting time boundaries rather than waiting for every server to catch up, ...

Abstract: Distributed Collaborative Machine Learning (DCML) enables collaborative model training without the need to reveal or share datasets. However, its implementation incurs complexities in ...