董余聪 | Yucong Dong

个人简介

我是南昌大学计算机科学与技术专业的硕士研究生，师从徐子晨教授。主要研究方向为分布式系统和共识算法优化。我致力于解决分布式存储系统中数据服务的一致性与高效性问题，特别关注边缘计算环境下的键值存储系统优化。

个人信息

2023级学术型硕士研究生

专业：计算机科学与技术

研究方向：共识算法优化与分布式存储系统中数据服务的一致性与高效性

研究兴趣：键值存储、边缘计算、大语言模型

办公地址：南昌大学信息工程学院A114, 学府大道999号, GOODLAB（泛在数据分析与优化实验室）

dyucong@email.ncu.edu.cn

兴趣爱好：我要成为台球王子！

科研论文

Edge AI-driven neural network predictions for replica sync optimization

Xu Z (Graduate Advisor), Dong Y, Lou J, et al.

Applied Soft Computing (ASOC), 2024, 165: 112083. SCI 一区TOP期刊

SwitchFlow: Optimizing HPC Workflow Performance with Heterogeneous Serverless Frameworks

Chen H, Dong Y, Xu Z (Graduate Advisor), et al.

IEEE 30th International Conference on Parallel and Distributed Systems (ICPADS), 2024, 286-293. CCF C类会议

Fair routing in MoE for distributed spatial data: a combinatorial multi-armed bandit solution

Fu Y, Wang S, Dong Y, et al.

GeoInformatica, 2025: 1-22. CCF B类期刊

发明专利

一种具有动态优化复制策略的混合一致性方法及系统

徐子晨（导师），娄俊生，董余聪

发明专利，公告号：CN118012667A，2024年5月已公开

当前工作

分布式共识算法在边缘环境中的优化研究

一篇不错的会议论文正在投稿中 [敬请关注]

奖项与荣誉

南昌大学硕士研究生国家奖学金

2024年国家级

第19届"挑战杯"揭榜挂帅-华为赛道（高校赛道）

全国二等奖（队长） / 导师：徐子晨国家级

2024年

第21届中国研究生数学建模竞赛

全国三等奖 / 导师：徐子晨国家级

2024年

第六届上海交大-卫宁健康智慧医疗挑战赛

全国三等奖（排第三）/ 导师：徐子晨国家级

2023年

华为开发者大赛·中国区学生赛道

全国三等奖（队长） / 导师：徐子晨国家级

2024年

"数据要素X"大赛江西赛区

省级二等奖（排第二） / 导师：徐子晨省级

2024年

南昌大学研究生一等学业奖学金

2023-2024学年

项目（科研）经历

面向边缘服务器无感的强隔离弹性一致性管理方法

2023年3月-2026年2月

主要学生负责人

国家重点研发计划项目

负责内容：

边缘环境下分布式一致性算法的优化设计
键值存储系统的性能分析与改进
项目相关实验的设计与实施

About Me

I am a Master's student in Computer Science and Technology at Nanchang University, under the supervision of Professor Zichen Xu. My research focuses on distributed systems and consensus algorithm optimization. I am dedicated to solving consistency and efficiency problems in data services within distributed storage systems, with a particular interest in key-value storage system optimization in edge computing environments.

Personal Information

Educational Attainment: Master's Student in Academic Program, Class of 2023

Specialty: Computer Science and Technology

Research Direction: Consensus Algorithm Optimization and Consistency & Efficiency of Data Services in Distributed Storage Systems

Research Interests: Key-Value Storage, Edge Computing, Large Language Models

Office Address: XUEFU BLVD 999, Information Engineering College of Nanchang university, GOODLAB, Room A114

dyucong@email.ncu.edu.cn

Hobbies: I Want to Become a Billiards Prince!

Research Papers

Edge AI-driven neural network predictions for replica sync optimization

Xu Z (Graduate Advisor), Dong Y, Lou J, et al.

Applied Soft Computing (ASOC), 2024, 165: 112083. SCI Q1 TOP Journal

SwitchFlow: Optimizing HPC Workflow Performance with Heterogeneous Serverless Frameworks

Chen H, Dong Y, Xu Z (Graduate Advisor), et al.

IEEE 30th International Conference on Parallel and Distributed Systems (ICPADS), 2024, 286-293. CCF C Conference

Fair routing in MoE for distributed spatial data: a combinatorial multi-armed bandit solution

Fu Y, Wang S, Dong Y, et al.

GeoInformatica, 2025: 1-22. CCF B Journal

Invention Patents

A Hybrid Consistency Method and System with Dynamic Optimization Replication Strategy

Zichen Xu (Graduate Advisor), Junsheng Lou, Yucong Dong

Invention Patent, Announcement Number: CN118012667A, May 2024 Published

Ongoing Work

Optimization of Distributed Consensus Algorithms in Edge Environments

A Conference Paper in the Pipeline [Watch This Space]

Awards and Honors

National Scholarship for Master's Students

Nanchang University, 2024 National

19th "Challenge Cup" Competition - Huawei Track (University Division)

Second Prize (Team Leader) / Graduate Advisor: Zichen Xu National

2024

21st National Post-Graduate Mathematical Contest in Modeling

Third Prize / Graduate Advisor: Zichen Xu National

2024

6th Shanghai Jiao Tong University - Winning Health Smart Medical Challenge

Elite Prize (Third Place) / Graduate Advisor: Zichen Xu National

2023

Huawei Developer Competition - China Student Track

Third Prize (Team Leader) / Graduate Advisor: Zichen Xu National

2024

"Data Elements X" Competition - Jiangxi Division

Second Prize (Second Place) / Graduate Advisor: Zichen Xu Provincial

2024

First-Class Academic Scholarship for Graduate Students

Nanchang University, Academic Year 2023-2024

Project Experience

Transparent Strong Isolation and Elastic Consistency Management Methods for Edge Servers

March 2023 - February 2026

Primary Student Researcher

National Key Research and Development Program Project

Responsibilities:

Optimization design of distributed consistency algorithms in edge environments
Performance analysis and improvement of key-value storage systems
Design and implementation of project-related experiments