陈志广

教授

联系邮箱: chenzhg29@mail.sysu.edu.cn

联系地址: 超算中心419

研究领域: 

大数据存储与处理、并行与分布式计算、高性能计算与超级计算机。

教育背景: 

2003-2007:哈尔滨工业大学,计算机科学与技术,学士学位

2007-2009:国防科技大学,计算机科学与技术,硕士学位

2010-2013:国防科技大学,计算机科学与技术,博士学位

工作经历: 

2013-2018:国防科技大学,计算机学院

2018------:中山大学,计算机学院

获奖及荣誉: 

(1)广东省科技进步特等奖(2/21);

(2)中国电子学会科技进步一等奖(2/15);

(3)国家教学成果二等奖(3/11);

(4)广东特支计划科技创新青年拔尖人才;

(5)奥林帕斯先锋奖(2/4);

(6)科技部“创新人才推进计划”重点领域创新团队成员;

(7)广东省“珠江人才计划”引进创新创业团队核心成员;

(8)广州市珠江科技新星。

科研项目: 

(1)分布式高性能元数据组织模式与关键技术,国家重点研发计划课题,525万,2023.12-2026.11,主持

(2)面向新一代超算体系结构的并行文件系统研究,国家自然科学基金面上项目,53万,2023.01-2026.12,主持

(3)海量数据可视化平台优化与应用,国家重点研发计划课题,520万,2021.12-2023.11,主持

(4)面向典型应用的虚拟数据空间验证与优化,国家重点研发计划课题,232万,2018.05-2021.04,主持

(5)基于超级计算机的的大数据处理支撑平台研究,国家自然科学基金面上项目,66万,2019.01-2022.12,主持

(6)超算系统中面向多任务混合执行的通信与IO优化研究,广州市珠江科技新星,30万,2019.04-2021.03,主持

(7)基于新型存储介质的可扩展深度学习框架,之江实验室开放课题,50万,2021.01-2022.12,主持

发表论文: 

【EuroSys,CCF A】Yizhuo Rao, Jiabin Xie, Shangzhi Pang, Guangnan Feng, Jinhui Wei, Zhiguang Chen, Yutong Lu: Matrix‑PIC: Harnessing Matrix Outer-product for High‑Performance Particle‑in‑Cell Simulations. EuroSys 2026

【ICPP,CCF B】Hongbin Zhang, Taosheng Wei, Zhenyi Zheng, Jiangsu Du, Zhiguang Chen, Yutong Lu: TD-Pipe: Temporally-Disaggregated Pipeline Parallelism Architecture for High-Throughput LLM Inference. ICPP 2025

【ICCD,CCF B】Xiao Shi, Jiangsu Du, Zhiguang Chen, Yutong Lu: AuLoRA: Fine-Grained Loading and Computation Orchestration for Efficient LoRA LLM Serving. ICCD 2025

【TOS,CCF A】Yubo Liu, Yongfeng Wang, Zhiguang Chen, Yutong Lu, Ming Zhao: WALSH: Write-Aggregating Log-Structured Hashing for Hybrid Memory. ACM Trans. Storage 21(2): 13:1-13:26 (2025)

【Euro-Par,CCF B】Yunling Chen, Qingyin Lin, Zhitao Chen, Yang Ou, Zhiguang Chen: DynoInfer: Adaptive Resource Orchestration for LLM Inference on Resource-Constrained PCs. Euro-Par (1) 2025: 292-306

【VLDB,CCF A】Qingyin Lin, Jiangsu Du, Rui Li, Zhiguang Chen, Wenguang Chen, Nong Xiao: IncrCP: Decomposing and Orchestrating Incremental Checkpoints for Effective Recommendation Model Training. Proc. VLDB Endow. 18(4): 1049-1062 (2025)

【VLDB,CCF A】Zhutao Zhuang, Zhiguang Chen, Xinqi Zeng: DumpKV: Learning based lifetime aware garbage collection for key value separation in LSM-tree. Proc. VLDB Endow. 18(4): 1223-1236 (2025)

【PPoPP,CCF A】Jiangsu Du, Jinhui Wei, Jiazhi Jiang, Shenggan Cheng, Dan Huang, Zhiguang Chen, Yutong Lu: Liger: Interleaving Intra- and Inter-Operator Parallelism for Distributed Large Model Inference. PPoPP 2024: 42-54

【PPoPP,CCF A】Jiabin Xie, Guangnan Feng, Han Huang, Junxuan Feng, Zhiguang Chen, Yutong Lu: Extreme-scale Direct Numerical Simulation of Incompressible Turbulence on the Heterogeneous Many-core System. PPoPP 2024: 120-132

【TPDS,CCF A】Jiazhi Jiang, Jiangsu Du, Dan Huang, Zhiguang Chen, Yutong Lu, Xiangke Liao: Full-Stack Optimizing Transformer Inference on ARM Many-Core CPU. IEEE Trans. Parallel Distributed Syst. 34(7): 2221-2235 (2023)

【TACO,CCF A】Jiazhi Jiang, Zijiang Huang, Dan Huang, Jiangsu Du, Lin Chen, Zhiguang Chen, Yutong Lu: Hierarchical Model Parallelism for Optimizing Inference on Many-core Processor via Decoupled 3D-CNN Structure. ACM Trans. Archit. Code Optim. 20(3): 42:1-42:21 (2023)

【TPDS,CCF A】Yinjin Fu, Yutong Lu, Zhiguang Chen, Yang Wu, Nong Xiao: Design and Simulation of Content-Aware Hybrid DRAM-PCM Memory System. IEEE Trans. Parallel Distributed Syst. 33(7): 1666-1677 (2022)

【DATE,CCF B】Yongfeng Wang, Yinjin Fu, Yubo Liu, Zhiguang Chen, Nong Xiao: Characterizing and Optimizing Hybrid DRAM-PM Main Memory System with Application Awareness. DATE 2022: 879-884

【AAAI,CCF A】Fengyang Xu, Guanbin Li, Yunfei Du, Zhiguang Chen, Yutong Lu: Multi-Layer Networks for Ensemble Precipitation Forecasts Postprocessing. AAAI 2021: 14966-14973

【JCST,CCF B】Zhiguang Chen, Yu-Bo Liu, Yongfeng Wang, Yutong Lu: A GPU-Accelerated In-Memory Metadata Management Scheme for Large-Scale Parallel File Systems. J. Comput. Sci. Technol. 36(1): 44-55 (2021)

【ICPP,CCF B】Dongsheng Li, Dan Huang, Zhiguang Chen, Yutong Lu: Optimizing Massively Parallel Winograd Convolution on ARM Processor. ICPP 2021: 70:1-70:12

【JCST,CCF B】Yutong Lu, Peng Cheng, Zhiguang Chen: Design and Implementation of the Tianhe-2 Data Storage and Management System. J. Comput. Sci. Technol. 35(1): 27-46 (2020)

【IPDPS,CCF B】Yubo Liu, Yutong Lu, Zhiguang Chen, Ming Zhao: Pacon: Improving Scalability and Efficiency of Metadata Service through Partial Consistency. IPDPS 2020: 986-996

 

教授课程: 

本科生课程:《计算机组成原理》、《计算机组成原理实验》

研究生课程:《高级计算机体系结构》、《大数据存储技术》