Abstract: Clustered federated learning (CFL) leverages data distribution similarities to cluster clients, facilitating personalized model training under data heterogeneity. However, most existing CFL ...
Cockroach Labs, a pioneer in cloud-agnostic distributed SQL databases, today announced validated support for 300-node ...
Explore how AI agents are transforming database usage, scaling, and cost efficiency in the cloud computing landscape of 2026.
Abstract: In this paper, a clustered parallel training algorithm is designed for personalized federated learning (Per-FL), called CPPer-FL. CPPer-FL improves the communication and training efficiency ...
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