Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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85 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
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
- - Jiayi Wang
  - Shiqiang Wang
  - et al.
- 2023
- ICML 2023
Towards a Theoretical and Practical Understanding of One-Shot Federated Learning with Fisher Information
- - Divyansh Jhunjhunwala
  - Shiqiang Wang
  - et al.
- 2023
- ICML 2023
International Workshop on Federated Learning in the Age of Foundation Models
- - Jinghui Chen
  - Lixin Fan
  - et al.
- 2023
- NeurIPS 2023