Book
Open access
Aug 2026
LEVELLER: Fair Communication Scheduling via Progress-Rate Awareness in Multi-Tenant Training Clusters
LEVELLER is proposed, the first communication scheduling system that achieves max-min fairness specifically for DLT workloads and introduces a novel online metric, normalized progress rate, which quantifies training experience by measuring actual progress against a contention-free ideal.
Geng Li, Yang Li, Mingyuan Zang et al.
· Conference on Applications,... · 0 citations