2 papers
cs.LG2026
Orth-Dion: Eliminating Geometric Mismatch in Distributed Low-Rank Spectral Optimization
Tatsuhiro Nakamori, Laura Gomezjurado Gonzalez, Ganesh Talluri +5
Low-rank gradient compression reduces communication in distributed training by representing updates with rank- factors. Dion is a recent method that approximates Muon, a spectra…
cs.DB2025
Oze: Decentralized Graph-based Concurrency Control for Long-running Update Transactions (Extended Version)
Jun Nemoto, Takashi Kambayashi, Takashi Hoshino +1
This paper proposes Oze, a concurrency control protocol that handles heterogeneous workloads, including long-running update transactions. Oze explores a large scheduling space usin…