3 papers
cs.DC2022
Cost-effective BlackWater Raft on Highly Unreliable Nodes at Scale Out
Zichen Xu, Yunxiao Du, Kanqi Zhang +4
The Raft algorithm maintains strong consistency across data replicas in Cloud. This algorithm divides nodes into leaders and followers, to satisfy read/write requests spanning geo-…
cs.LG2021
A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks
Xiang Wang, Xiaoyong Li, Junxing Zhu +5
Real-world data usually have high dimensionality and it is important to mitigate the curse of dimensionality. High-dimensional data are usually in a coherent structure and make the…
cs.LG2021
DEAL: Decremental Energy-Aware Learning in a Federated System
Wenting Zou, Li Li, Zichen Xu +1
Federated learning struggles with their heavy energy footprint on battery-powered devices. The learning process keeps all devices awake while draining expensive battery power to tr…