Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning
- Cho-Chun Chiu
- Xusheng Zhang
- et al.
- 2023
- IEEE J-SAC
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Communication-Efficient k-Means for Edge-Based Machine Learning
- Hanlin Lu
- Ting He
- et al.
- 2022
- IEEE TPDS
Service placement and request scheduling for data-intensive applications in edge clouds
- Vajiheh Farhadi
- Fidan Mehmeti
- et al.
- 2021
- IEEE/ACM TON
Network Scheduling and Compute Resource Aware Task Placement in Datacenters
- Ali Munir
- Ting He
- et al.
- 2020
- IEEE/ACM TON
Communication-efficient k-means for Edge-based machine learning
- Hanlin Lu
- Ting He
- et al.
- 2020
- ICDCS 2020
Robust Coreset Construction for Distributed Machine Learning
- Hanlin Lu
- Ming Ju Li
- et al.
- 2020
- IEEE J-SAC
Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations
- Yilei Lin
- Ting He
- et al.
- 2020
- IEEE/ACM TON
Waypoint-based Topology Inference
- Yilei Lin
- Ting He
- et al.
- 2020
- ICC 2020
Joint Coreset Construction and Quantization for Distributed Machine Learning
- Hanlin Lu
- Changchang Liu
- et al.
- 2020
- Networking 2020
Strategyproof reinforcement learning for online resource allocation
- Sebastian Stein
- Mateusz Ochal
- et al.
- 2020
- AAMAS 2020