Zheyuan Liu

A File Distribution Mechanism based on Netty Communication Framework

2021 · IOP Conference Series Materials Science and Engineering

Abstract The efficiency of file distribution in large-scale data processing platform is essential besides system security. Traditional CIFS file sharing method cannot meet the requirement due to its lack of security and ability to distribute …

FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models

2025

Large Language Models (LLMs) have achieved state-of-the-art results across diverse domains, yet their development remains reliant on vast amounts of publicly available data, raising concerns about data scarcity and the lack of access to domain-specific, …