498 citations · 934 across the 15 of their papers we have counts for
5 papers · 1 filter
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…
Methodology for Simulation-based Comparison of Algorithms for Distributed Mutual Exclusion
Filip De Turck
In this paper, we show how different types of distributed mutual algorithms can be compared in terms of performance through simulations. A simulation-based approach is presented, t…
MPI-based Evaluation of Coordinator Election Algorithms
Filip De Turck
In this paper, we detail how two types of distributed coordinator election algorithms can be compared in terms of performance based on an evaluation on the High Performance Computi…
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,…
Efficient Resource Allocation through Integer Linear Programming: a detailed example
Filip De Turck
In this paper, we show how a resource allocation problem can be solved through Integer Linear Programming (ILP). A detailed illustrative example is presented, together with an exha…