Adaptive gradient sparsification for efficient federated learning: An online learning approach
- Pengchao Han
- Shiqiang Wang
- et al.
- 2020
- ICDCS 2020
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91 results for Shiqiang Wang
Online collection and forecasting of resource utilization in large-scale distributed systems
- Tiffany Tuor
- Shiqiang Wang
- et al.
- 2019
- ICDCS 2019
Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations
- Yilei Lin
- Ting He
- et al.
- 2019
- INFOCOM 2019
Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems
- Stephen Pasteris
- Shiqiang Wang
- et al.
- 2019
- INFOCOM 2019
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning
- Shiqiang Wang
- Tiffany Tuor
- et al.
- 2018
- INFOCOM 2018
It's hard to share: Joint service placement and request scheduling in edge clouds with sharable and non-sharable resources
- Ting He
- Hana Khamfroush
- et al.
- 2018
- ICDCS 2018
Demo abstract: Distributed machine learning at resource-limited edge nodes
- Tiffany Tuor
- Shiqiang Wang
- et al.
- 2018
- INFOCOM 2018
Location Privacy in Mobile Edge Clouds
- Ting He
- Ertugrul N. Ciftcioglu
- et al.
- 2017
- ICDCS 2017
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
- Ryan Zhang
- Herbert Woisetschläger
- et al.
- 2024
- NeurIPS 2024
Federated Learning Priorities Under the European Union Artificial Intelligence Act
- Herbert Woisetschläger
- Alexander Erben
- et al.
- 2024
- ICML 2024