Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. 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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Year

37 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
Capacity Analysis of Distributed Computing Systems with Multiple Resource Types
- - Pengchao Han
  - Shiqiang Wang
  - et al.
- 2020
- WCNC 2020
MACS: Deep reinforcement learning based SDN controller synchronization policy design
- - Ziyao Zhang
  - Liang Ma
  - et al.
- 2019
- ICNP 2019
Exact Incremental and Decremental Learning for LS-SVM
- - Wei-Han Lee
  - Bongjun Ko
  - et al.
- 2019
- ICIP 2019
Online collection and forecasting of resource utilization in large-scale distributed systems
- - Tiffany Tuor
  - Shiqiang Wang
  - et al.
- 2019
- ICDCS 2019
Demonstration of federated learning in a resource-constrained networked environment
- - Dave Conway-Jones
  - Tiffany Tuor
  - et al.
- 2019
- SMARTCOMP 2019
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN
- - Ziyao Zhang
  - Liang Ma
  - et al.
- 2019
- ICC 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
Distributed Machine Learning in Coalition Environments: Overview of Techniques
- - Tiffany Tuor
  - Shiqiang Wang
  - et al.
- 2018
- FUSION 2018