2 papers
cs.PF2025
PANDA: Noise-Resilient Antagonist Identification in Production Datacenters
Sixiang Zhou, Nan Deng, Krzysiek Rzadca +2
Modern warehouse-scale datacenters commonly collocate multiple jobs on shared machines to improve resource utilization. However, such collocation often leads to performance interfe…
cs.CR2025
Lightweight Federated Learning with Differential Privacy and Straggler Resilience
Shu Hong, Xiaojun Lin, Lingjie Duan
Federated learning (FL) enables collaborative model training through model parameter exchanges instead of raw data. To avoid potential inference attacks from exchanged parameters,…