Speed Up Federated Learning in Heterogeneous Environments: A Dynamic Tiering Approach
- Seyed Mahmoud Sajjadi Mohammadabadi
- Syed Zawad
- et al.
- 2024
- IEEE IoT Journal
Publications
7 results for Feng Yan
HDFL: A Heterogeneity and Client Dropout-Aware Federated Learning Framework
- Syed Zawad
- Ali Anwar
- et al.
- 2023
- CCGrid 2023
Heterogeneity-Aware Adaptive Federated Learning Scheduling
- Jingoo Han
- Ahmad Faraz Khan
- et al.
- 2022
- Big Data 2022
TIFF: Tokenized Incentive for Federated Learning
- Jingoo Han
- Ahmad Faraz Khan
- et al.
- 2022
- CLOUD 2022
TiFL: A Tier-based Federated Learning System
- Zheng Chai
- Ahsan Ali
- et al.
- 2020
- HPDC 2020
PRACTISE: Robust prediction of data center time series
- Ji Xue
- Feng Yan
- et al.
- 2015
- CNSM 2015
PRACTISE - Demonstrating a Neural Network Based Framework for Robust Prediction of Data Center Workload
- Thomas Scherer
- Ji Xue
- et al.
- 2015
- UCC 2015