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 · 2.2K citations

Computing, Computer Science, Computer Systems +17

A Survey on Federated Learning for Resource-Constrained IoT Devices

Ahmed Imteaj, Urmish Thakker, Shiqiang Wang et al. · IEEE Internet of Things Journal · 2021 · 722 citations

Computing, Computer Science, Information Technology +14

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 · 522 citations

Computing, Computer Science, Computer Systems +14

Dynamic service migration in mobile edge-clouds

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

Computing, Computer Systems, Decision Sciences +13

Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process

Shiqiang Wang, Rahul Urgaonkar, Murtaza Zafer et al. · IEEE/ACM Transactions on Networking · 2019 · 259 citations

Computing, Computer Systems, Edge Computing +13