2 papers
cs.DC2026
FalconFS: Distributed File System for Large-Scale Deep Learning Pipeline
Jingwei Xu, Junbin Kang, Mingkai Dong +10
Client-side metadata caching has long been considered an effective method for accelerating metadata operations in distributed file systems (DFSs). However, we have found that clien…
cs.LG2024
Cost-Effective Online Multi-LLM Selection with Versatile Reward Models
Xiangxiang Dai, Jin Li, Xutong Liu +2
With the rapid advancement of large language models (LLMs), the diversity of multi-LLM tasks and the variability in their pricing structures have become increasingly important, as…