Distributed Machine Learning in Coalition Environments: Overview of Techniques. - Tiffany Tuor; Shiqiang Wang 001; Kin K. Leung; Kevin Chan 001 (FUSION, 2018)

Demo abstract: Distributed machine learning at resource-limited edge nodes. - Tiffany Tuor; Shiqiang Wang 001; Theodoros Salonidis; Bong Jun Ko; Kin K. Leung (INFOCOM Workshops, 2018)

When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning. - Shiqiang Wang 001; Tiffany Tuor; Theodoros Salonidis; Kin K. Leung; Christian Makaya; Ting He 001; Kevin Chan 001 (INFOCOM, 2018)

Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems. - Tiffany Tuor; Shiqiang Wang 001; Kin K. Leung; Bong Jun Ko (ICDCS, 2019)

Demonstration of Federated Learning in a Resource-Constrained Networked Environment. - Dave Conway-Jones; Tiffany Tuor; Shiqiang Wang 001; Kin K. Leung (SMARTCOMP, 2019)

Adaptive Federated Learning in Resource Constrained Edge Computing Systems. - Shiqiang Wang 001; Tiffany Tuor; Theodoros Salonidis; Kin K. Leung; Christian Makaya; Ting He 001; Kevin Chan 001 (IEEE J. Sel. Areas Commun., 2019)

Overcoming Noisy and Irrelevant Data in Federated Learning. - Tiffany Tuor; Shiqiang Wang 001; Bong Jun Ko; Changchang Liu; Kin K. Leung (ICPR, 2020)

Data Selection for Federated Learning with Relevant and Irrelevant Data at Clients. - Tiffany Tuor; Shiqiang Wang 001; Bong Jun Ko; Changchang Liu; Kin K. Leung (CoRR, 2020)

Asynchronous collaborative learning across data silos. - Tiffany Tuor; Joshua Lockhart; Daniele Magazzeni (ICAIF, 2021)