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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55 results for Kin K. Leung

Adaptive gradient sparsification for efficient federated learning: An online learning approach
- - Pengchao Han
  - Shiqiang Wang
  - et al.
- 2020
- ICDCS 2020
Online collection and forecasting of resource utilization in large-scale distributed systems
- - Tiffany Tuor
  - Shiqiang Wang
  - et al.
- 2019
- ICDCS 2019
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures
- - Konstantinos Poularakis
  - Qiaofeng Qin
  - 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
Q-Placement: Reinforcement-learning-based service placement in software-defined networks
- - Ziyao Zhang
  - Liang Ma
  - et al.
- 2018
- ICDCS 2018
Demo abstract: Distributed machine learning at resource-limited edge nodes
- - Tiffany Tuor
  - Shiqiang Wang
  - et al.
- 2018
- INFOCOM 2018
Robust monitor placement for network tomography in dynamic networks
- - Ting He
  - Liang Ma
  - et al.
- 2016
- INFOCOM 2016
Monitor placement for maximal identifiability in network tomography
- - Liang Ma
  - Ting He
  - et al.
- 2014
- INFOCOM 2014
Efficient identification of additive link metrics via network tomography
- - Liang Ma
  - Ting He
  - et al.
- 2013
- ICDCS 2013
Capacity Analysis of Distributed Computing Systems with Multiple Resource Types
- - Pengchao Han
  - Shiqiang Wang
  - et al.
- 2020
- WCNC 2020