Topology-Driven Synchronization Interval Optimization for Latency-Constrained Geo-Decentralized Federated Learning

Geo-decentralized federated learning (FL) can empower fully distributed model training for future large-scale 6G networks.Without the centralized parameter server, the peer-to-peer model synchronization in geo-decentralized FL would incur Loose Figure excessive communication overhead.Some existing studies optimized synchronization interval for comm

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A practicable geophysical resistivity imaging sensing approach for urban geological water disaster detection: A real-world case study

In the urban environment, the transient electromagnetic method often suffers from severe electromagnetic interference because it employs coils to perceive the electromagnetic field.To address this issue, the DC method employs electrodes to shield the electromagnetic noise in the urban environment.In this paper, a new geophysical resistivity imaging

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Concerns with computational protein engineering programmes IPRO and OptMAVEn and metabolic pathway engineering programme optStoic

It has become customary in engineering to require a modelling component in research endeavours.In addition, as the code for these models becomes more byzantine Course a pied - Femme - Chaussures - Racer in complexity, it is difficult for reviewers and readers to discern their value and understand the underlying code.This opinion piece summarizes th

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