作者位次 #4/7ACL 2026Poster· Natural Language Processing
S pider F low: Efficient Topology-Aware Scheduling for LLM Training Across Decentralized GPU Clusters
Zihan Chang · Shuibing He · Bo Zhou · Sheng Xiao · Siling Yang · Rui Wang · Zhe Pan
摘要
In response to the increasing demand for largescale machine learning training jobs, many organizations have deployed GPU clusters across geographically distributed regions. However, existing ILP- or genetic-based cross-cluster training approaches largely overlook the topology of decentralized clu...