3 papers
cs.DC2026
Effects of Hybrid CPU and Cache Architectures on Parallel HPC and Cloud Applications
Nanda Velugoti, Joseph Manzano, Nathan Tallent +1
Hybrid CPU architectures have entered the mainstream desktop computing with the announcement of Intel's Alderlake architecture. Such a transition to heterogeneous CPU architecture…
cs.DC2026
MEMPOWER: Efficient Power Management with Fine-grained Memory Analysis and Modeling for HPC Workloads
Nanda Velugoti, Joseph Manzano, Andres Marquez +2
Managing the energy consumption and power efficiency of parallel applications is a significant issue in both HPC environments and in the cloud. As emerging applications continue to…
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…