18 citations · 42 across the 7 of their papers we have counts for
Showing cs.DCShow all
3 papers · 1 filter
cs.DC2023★ 2 cited
Arena: A Learning-based Synchronization Scheme for Hierarchical Federated Learning--Technical Report
Tianyu Qi, Yufeng Zhan, Peng Li +2
Federated learning (FL) enables collaborative model training among distributed devices without data sharing, but existing FL suffers from poor scalability because of global model s…
cs.DC2023★ 18 cited
Adaptive Resource Allocation for Workflow Containerization on Kubernetes
Chenggang Shan, Chuge Wu, Yuanqing Xia +3
In a cloud-native era, the Kubernetes-based workflow engine enables workflow containerized execution through the inherent abilities of Kubernetes. However, when encountering contin…
cs.DC2022★ 3 cited
KubeAdaptor: A Docking Framework for Workflow Containerization on Kubernetes
Chenggang Shan, Guan Wang, Yuanqing Xia +2
As Kubernetes becomes the infrastructure of the cloud-native era, the integration of workflow systems with Kubernetes is gaining more and more popularity. To our knowledge, workflo…