A straight line may be the shortest path from A to B, but it's not always the most reliable or efficient way to go. In fact, depending on what's traveling where, the best route may run in circles, ...

Abstract: The growing demand for domain-specific accelerators in fields such as machine learning, graph analytics, and scientific computing has highlighted the need ...

Abstract: Federated learning (FL) has emerged as a pivotal approach for edge-based distributed machine learning, yet it faces significant challenges due to the constrained capacities and heterogeneity ...