One post tagged with "communication-efficiency"

Communication is the most expensive operation in federated learning. While devices have increasingly powerful processors, network bandwidth remains constrained—especially on mobile devices with unreliable connections. This fundamental bottleneck has driven a decade of research into communication-efficient FL techniques.

In this post, we explore state-of-the-art communication reduction methods and show how Octomil implements these techniques for production use.