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cs.DC2025
Delta Sum Learning: an approach for fast and global convergence in Gossip Learning
Tom Goethals, Merlijn Sebrechts, Stijn De Schrijver +2
Federated Learning is a popular approach for distributed learning due to its security and computational benefits. With the advent of powerful devices in the network edge, Gossip Le…
cs.DC2022★ 1 cited
Adapting Kubernetes controllers to the edge: on-demand control planes using Wasm and WASI
Merlijn Sebrechts, Tim Ramlot, Sander Borny +3
Kubernetes' high resource requirements hamper its adoption in constrained environments such as the edge and fog. Its extensible control plane is a significant contributor to this,…