Eunjeong Jeong

DRACO: Decentralized Asynchronous Federated Learning over Row-Stochastic Wireless Networks

2024 · arXiv (Cornell University)

Recent developments and emerging use cases, such as smart Internet of Things (IoT) and Edge AI, have sparked considerable interest in the training of neural networks over fully decentralized (serverless) networks. One of the major …

Battery-aware Cyclic Scheduling in Energy-harvesting Federated Learning

2025 · arXiv (Cornell University)

Federated Learning (FL) has emerged as a promising framework for distributed learning, but its growing complexity has led to significant energy consumption, particularly from computations on the client side. This challenge is especially critical in …