Hype or Hope? Training LLMs on Decentralized GPU Clouds

Jan 1, 2026·
Rabimba Karanjai
,
Yang Lu
,
Lei Xu
,
Weidong Shi
· 0 min read
Abstract
Preprint: Benchmarking distributed deep learning pipelines across heterogeneous networks, auditing latency and security overhead.
Type
Publication
Middleware 2026 (Under Review)