Ting He

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

When edge meets learning: adaptive control for resource-constrained distributed machine learning

Christian Makaya, Ting He, Kevin Chan · Spiral (Imperial College London) · 2018 · 452 citations

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

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 · 255 citations

Engineering, Edge Device, Optimal Policy +19