Shiqiang Wang

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis et al. · IEEE Journal on Selected Areas in Communications · 2019 · 2.1K citations

Cluster Computing, Engineering, Machine Learning +18

A Survey on Federated Learning for Resource-Constrained IoT Devices

Ahmed Imteaj, Urmish Thakker, Shiqiang Wang et al. · IEEE Internet of Things Journal · 2021 · 679 citations

Model Pruning Enables Efficient Federated Learning on Edge Devices

Yuang Jiang, Shiqiang Wang, Víctor Valls et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 489 citations

Engineering, Machine Learning, Federated Structure +18

Dynamic service migration in mobile edge-clouds

Shiqiang Wang, Rahul Urgaonkar, Murtaza Zafer et al. · 2015 · 260 citations

Engineering, Edge Device, Optimal Policy +18

Dynamic service migration and workload scheduling in edge-clouds

Rahul Urgaonkar, Shiqiang Wang, Ting He et al. · Performance Evaluation · 2015 · 257 citations

Cluster Computing, Engineering, Edge Computing +6