Shard the Gradient, Scale the Model: Serverless Federated Aggregation via Gradient Partitioning
arXiv:2604.22072v1 Announce Type: cross
Abstract: Federated learning (FL) aggregation on serverless platforms faces a hard scalability ceiling: existing architectures (lambda-FL, LIFL) partition clients across aggregators, but every aggregator must ho…