Online collection and forecasting of resource utilization in large-scale distributed systemsTiffany TuorShiqiang Wanget al.2019ICDCS 2019
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine LearningShiqiang WangTiffany Tuoret al.2018INFOCOM 2018
Demo abstract: Distributed machine learning at resource-limited edge nodesTiffany TuorShiqiang Wanget al.2018INFOCOM 2018
Demonstration of federated learning in a resource-constrained networked environmentDave Conway-JonesTiffany Tuoret al.2019SMARTCOMP 2019
Distributed Machine Learning in Coalition Environments: Overview of TechniquesTiffany TuorShiqiang Wanget al.2018FUSION 2018
Understanding information leakage of distributed inference with deep neural networks: Overview of information theoretic approach and initial resultsTiffany TuorShiqiang Wanget al.2018SPIE Defense + Security 2018
Adaptive Federated Learning in Resource Constrained Edge Computing SystemsShiqiang WangTiffany Tuoret al.2019IEEE J-SAC