Open Internet by MindsNet

Overcoming Coordination Overhead in Distributed Training on Consumer Hardware

Distributed training on consumer hardware faces significant coordination challenges due to variable uptime, heterogeneous hardware, and network latency. These issues make it difficult to manage and utilize idle consumer hardware for distributed training effectively. The practical limits of such an approach need to be understood and addressed.

Computing & Technology, Computer Science, Distributed Systems