13 citations · 14 across the 3 of their papers we have counts for
Showing cs.DCShow all
2 papers · 1 filter
cs.DC2025
Reducing Communication Overhead in Federated Learning for Network Anomaly Detection with Adaptive Client Selection
William Marfo, Deepak Tosh, Shirley Moore +2
Communication overhead in federated learning (FL) poses a significant challenge for network anomaly detection systems, where diverse client configurations and network conditions im…
cs.DC2021★ 13 cited
MAPA: Multi-Accelerator Pattern Allocation Policy for Multi-Tenant GPU Servers
Kiran Ranganath, Joshua D. Suetterlein, Joseph B. Manzano +2
Multi-accelerator servers are increasingly being deployed in shared multi-tenant environments (such as in cloud data centers) in order to meet the demands of large-scale compute-in…