2 papers
cs.DC2025
Faster Distributed Inference-Only Recommender Systems via Bounded Lag Synchronous Collectives
Kiril Dichev, Filip Pawlowski, Albert-Jan Yzelman
Recommender systems are enablers of personalized content delivery, and therefore revenue, for many large companies. In the last decade, deep learning recommender models (DLRMs) are…
cs.DC2025
HiCR, an Abstract Model for Distributed Heterogeneous Programming
Sergio Miguel Martin, Luca Terracciano, Kiril Dichev +3
We present HiCR, a model to represent the semantics of distributed heterogeneous applications and runtime systems. The model describes a minimal set of abstract operations to enabl…