A New Theoretical Perspective on Data Heterogeneity in Federated Averaging
- Jiayi Wang
- Shiqiang Wang
- et al.
- 2024
- ICML 2024
Publications
Date
Featured collections
Popular topics
173 results for Distributed Systems
FADAS: Towards Federated Adaptive Asynchronous Optimization
- Yujia Wang
- Shiqiang Wang
- et al.
- 2024
- ICML 2024
UniNet: Accelerating the Container Network Data Plane in IaaS Clouds
- Yuan Ma
- Scott C Smith
- et al.
- 2024
- CLOUD 2024
Intent-Driven Multi-Engine Observability Dataflows For Heterogeneous Geo-Distributed Clouds
- 2024
- CLOUD 2024
Self Adjusting Log Observability for Cloud Native Applications
- Divya Pathak
- Mudit Verma
- et al.
- 2024
- CLOUD 2024
HAL: Hardware-assisted Load Balancing for Energy-efficient SNIC-Host Cooperative Computing
- Jinghan Huang
- Jiaqi Lou
- et al.
- 2024
- ISCA 2024
Taming subnet-drift in D2D-enabled fog learning: a hierarchical gradient tracking approach
- Evan Chen
- Shiqiang Wang
- et al.
- 2024
- INFOCOM 2024
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization
- Pengchao Han
- Shiqiang Wang
- et al.
- 2024
- INFOCOM 2024
A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
- Shiqiang Wang
- Mingyue Ji
- 2024
- ICLR 2024
DePRL: achieving linear convergence speedup in personalized decentralized learning with shared representations
- Guojun Xiong
- Gang Yan
- et al.
- 2024
- AAAI 2024