姓名：舒继武

职称：教授

邮箱：shujw@tsinghua.edu.cn

主页：http://storage.cs.tsinghua.edu.cn/~jiwu-shu/

教育背景

工学学士 (计算机科学与技术), 国防科技大学, 中国, 1991

工学硕士 (计算科学与技术), 江苏大学, 中国, 1996

工学博士 (计算机科学与技术), 南京大学, 中国, 1998

社会兼职与服务

中国计算机学会第十二届、十三届理事会理事 (2020-2028)

北京信息灾备技术产业联盟副理事长 (2021-2026);

信息存储系统教育部重点实验室学术委员会委员 (2017-)

信息物理社会可信服务计算教育部重点实验室学术委员会委员 (2020-2023)

清华大学信息科学技术学院学术委员会委员 (2011-)

清华大学第十二届学术委员会委员 (2025-2029)

863计划“海量存储系统关键技术” 重大项目总体专家组副组长 (2008-2010)

《ACM Transactions on Architecture and Code Optimization》: Associate Editor (2023-)

《IEEE Transactions on Computers》: Associate Editor (2019-)

《ACM Transactions on Storage》: Associate Editor (2016-)

《Journal of Computer Science and Technology》: Editor of the area of Computer Architecture and Systems）(2018-)

《计算机学报》: 编委 (2010-)

《软件学报》: 责任编委 (2012-)

《计算机研究与发展》: 编委 (2010-)

研究领域

我及我负责的研究团队的主要研究方向包括：① 持久性内存存储系统与技术、② 闪存存储系统与技术、③ 网络（/云/大数据）存储系统与关键技术、④ 数据存储可靠性、⑤智能存算融合系统等。

研究概况

①持久性内存存储系统与技术方面，针对持久性内存存储系统构建中面临的架构不匹配、一致性难保障、软件效率低等一系列问题与挑战，在持久性内存的编程模型、数据结构、空间管理和分布式持久性内存文件系统、持久性内存存储可靠性、存内计算PIM架构与技术等方面，进行了深入研究，构建出了国际上首个通用分布式持久性内存存储系统TH-DPMS，提供了具有内存、对象、事务、文件、键值等多种接口的持久性内存编程模型。

②在闪存存储系统与技术方面，针对闪存设备架构与闪存特性和以磁盘为中心的存储架构及软件设计之间的矛盾，研制出了软硬件协同的闪存存储系统TH-SSS。

③在网络（/云/大数据）存储系统与关键技术方面，主要针对网络（/云/大数据）存储系统中面临的性能、扩展性、兼容性、易用性、安全性、易管理等问题进行研究，研制出了具有自主知识产权的国产网络存储系统——清华海量存储网络系统TH-MSNS。

④在数据存储可靠性方面，针对存储纠删码容错能力（容1个、2个和多个错误）、性能（编码效率）和存储利用率等方面存在的问题进行研究，提出并实现了一些相关的高效实用的存储纠删码技术，提高了存储系统的可靠性。

⑤智能存算融合系统方面，研制出近数据智能存算融合系统TH-iSSD，融合了存储与计算的分布式平台，在边缘端通过存算融合的方法高效率完成数据的感知、存储与计算的融合，具有性能高、功耗低、集成度高、可靠性好等特点。

主持的主要研究项目和课题

国家重点研发计划重点专项项目: 面向大模型训练的异构存算系统 (2024-2027);

国家重点研发计划重点专项项目: TB级持久性内存存储技术与系统 (2018-2021);

国家重点研发计划重点专项课题: 大模型训练的高效容错软件与异构存算系统构建 (2024-2027);

国家重点研发计划重点专项课题: 分布式持久性共享内存框架研制及存储系统应用示范 (2018-2021);

国家863项目: 面向大数据的先进存储结构及关键技术 (2013-2015);

国家863课题: 基于新型存储器件的存储体系结构与关键技术研究 (2013-2015);

国家工信部子课题: 云计算平台上面向移动通信业务云服务关键技术与系统 (2013-2015);

国家科技支撑计划子课题: 存储虚拟化软件开发及产业化 (2010-2013);

国家863重大项目子课题: 海量存储系统软件和关键技术 (2009-2010);

国家973课题: 下一代互联网存储按需部署模型与服务质量研究 (2004-2009);

国家863计划重大专项课题: 新型网络服务器系统 (2001-2005);

国家自然科学联合基金(重点) : 面向深度学习大模型的存算融合智能异构计算系统研究 (2023-2026);

国家自然科学重点基金: 新型分布式存储系统的高可靠性关键技术研究 (2019-2023);

国家自然科学重点基金: 网络公用数据存储系统可靠性及其灾备研究 (2013-2017);

国家杰出青年科学基金: 大规模网络存储系统的可靠性关键技术研究 (2010-2013);

国家自然科学基金: 大规模网络存储系统的容错技术研究 (2009-2011);

国家自然科学联合基金: 海量科学计算数据的自动迁移存储技术研究 (2006-2008);

科委项目：软硬件协同的智能加速固态存储 (2019-2020);

科委项目：基于国产处理器的非易失内存存储系统与技术 (2019-2020);

北京市科委重点项目之课题：异构混合内存系统的大数据处理软件平台架构与优化研究(2015-2016);

公司委托项目: 网存融合技术研究 (2023-2024);

公司委托项目: 基于ZNS的IO调度框架研究 (2023-2024);

公司委托项目: 面向高性能云盘的共享内存架构研究 (2023-2024);

公司委托项目: 高效存储空间复用技术研究 (2021-2023);

公司委托项目: 基于扩展高速互联的解聚合内存系统关键技术研究 (2021-2022);

公司委托项目: 持久性内存与智能存储系统 (2019-2024);

公司委托项目: 基于NVM的大规模推荐索引系统和模型系统 (2019-2020);

公司委托项目: 基于NVM的分布式混合存储系统 (2018-2020);

公司委托项目: NVM内存文件系统关键技术研究 (2017-2018);

公司委托项目: 基于NVM的存储管理技术 (2017-2018).

奖励与荣誉

北京市科学技术进步二等奖——高可扩展海量网络存储系统 (2004);

中国计算机学会创新奖二等奖——海量存储网络系统TH-MSNS (2005);

教育部科学技术进步二等奖——深腾2600网络服务器系统 (2007);

国家科技进步二等奖——高性能集群计算机与海量存储系统 (2007);

中国电子学会技术发明一等奖——面向社区共享的高可用云存储系统 (2014);

国家科学技术发明二等奖——面向社区共享的高可用云存储系统 (2015);

中国产学研合作促进会创新成果奖一等奖——基于TB级数据架构的需求设计开发一体化软件工程智能技术研发及行业应用 (2018);

江苏省科学技术奖一等奖——大规模数据服务系统与平台的关键技术及产业应用 (2018);

教育部技术发明一等奖——软硬件协同的闪存存储系统关键技术及应用 (2019);

华为“奥林帕斯奖”——持久性内存存储系统构建与关键技术 (2020);

中国计算机学会技术发明一等奖——持久性内存存储系统关键技术与应用 (2020);

深圳市科学技术奖一等奖——新一代分布式存储FusionStorage 6.3 (2021);

省高等教育教学成果特等奖——高校大数据系列课程与资源建设 (2022);

世界超算存储500强（IO500）全节点总榜单排行榜第一名: 2023、2024年;

世界超算存储500强（IO500）10节点元数据性能排行榜第一名: 2023年;

ASPLOS/EuroSys大模型推理优化竞赛冠军: 2025年;

清华大学学术新人奖 (2005);

教育部新世纪优秀人才 (2005);

中创软件人才奖 (2007);

IEEE Fellow (2018);

中国计算机学会会士 (2018)；

DOIT行业存储成就奖 (2023).

学生指导与论文获奖

中国计算机学会优秀博士学位论文奖指导教师: 2016、2022年;

北京市优秀博士学位论文奖指导教师: 2024年;

清华大学优秀博士学位论文指导教师: 2011、2015、2021、2022、2023年;

Distinguished Artifact Award (杰出技术成果奖): 2025 USENIX FAST;

ACM SIGMOD Research Highlights Awards (突出研究奖): 2023 ACM SIGMOD;

Best Paper Award(最佳论文奖): 2023 USENIX FAST, 2014 IEEE NVMSA;

Nominated Best Papers (最佳论文提名奖): 2024 IEEE/ACM IWQoS, 2015 IEEE MSST, 2015 IEEE SRDS.

学术成果

· 代表性会议论文

[1] Jian Gao, Qing Wang, Jiwu Shu, ShiftLock: Mitigate One-sided RDMA Lock Contention via Handover, The 23rd USENIX Conference on File and Storage Technologies (FAST 2025) February 21–23, 2025, pp.315-330, in Santa Clara, CA, USA. (获Distinguished Artifact Award (杰出技术成果奖)).

[2] Qing Wang, Jiwu Shu, Jing Wang, Yuhao Zhang, Achieving Wire-Latency Storage Systems by Exploiting Hardware ACKs, The 22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI 2025), April 28–30, 2025, Philadelphia, PA, USA.

[3] Jian Chen, Congming Gao, Youyou Lu, Yuhao Zhang, Jiwu Shu, Ares-Flash: Efficient Parallel Integer Arithmetic Operations Using NAND Flash Memory，57th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-57), Nov. 2-6, 2024, Austin, Texas, USA.

[4] Longrong Wu, Zhirong Shen, Zhiwei Yang, Jiwu Shu, Mitigating Write Disturbance in Non-Volatile Memory via Coupling Machine Learning with Out-of-Place Updates，The 30th IEEE International Symposium on High-Performance Computer Architecture (HPCA 2024), Edinburgh, United Kingdom, March 2-6, 2024 (Acceptance rate:75/410=18.3%).

[5] Zhe Yang, Qing Wang, Xiaojian Liao, Youyou Lu, Keji Huang, Jiwu Shu. TeRM: Extending RDMA-Attached Memory with SSD. In 22th USENIX Conference on File and S torage Technologies (FAST 2024), February 21–23, 2024, pp.1-16, Santa Clara, CA, USA.

[6] Yangyang Feng, Minhui Xie, Zijie Tian, Shuo Wang, Youyou Lu, Jiwu Shu, Mobius: Fine Tuning Large-scale Models on Commodity GPU Servers, the 28th Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2023), pp. 489-501, Mar 28,2023, Vancouver, Canada.

[7] Zhe Yang, Youyou Lu, Xiaojian Liao, Youmin Chen, Junru Li, Siyu He, Jiwu Shu. λ-IO: A Unified IO Stack for Computational Storage. In 21th USENIX Conference on File and S torage Technologies (FAST 2023), February 21–23, 2023, pp.347-362, Santa Clara, CA, USA.

[8] Jian Gao, Youyou Lu, Minhui Xie, Qing Wang, Jiwu Shu. Citron: Distributed Range Lock Management with One-sided RDMA. The 21th USENIX Conference on File and Storage Technologies (FAST 2023), February 21–23, 2023, pp.297-314, Santa Clara, CA, USA.

[9] Bin Yan, Youyou Lu, Qing Wang, Minhui Xie, Jiwu Shu. Patronus: High-Performance and Protective Remote Memory. The 21th USENIX Conference on File and Storage Technologies (FAST 2023), February 21–23, 2023, pp.315-330, in Santa Clara, CA, USA.

[10] Qiang Li, Lulu Chen, Xiaoliang Wang, Shuo Huang, Qiao Xiang, Yuanyuan Dong, Wenhui Yao, Minfei Huang, Puyuan Yang, Shanyang Liu, Zhaosheng Zhu, Huayong Wang, Haonan Qiu, Derui Liu, Shaozong Liu, Yujie Zhou, Yaohui Wu, Zhiwu Wu, Shang Gao, Chao Han, Zicheng Luo, Yuchao Shao, Gexiao Tian, Zhongjie Wu, Zheng Cao, and Jinbo Wu, Jiwu Shu, Jie Wu, Jiesheng Wu, Fisc: A Large-scale Cloud-native-oriented File System, The 21th USENIX Conference on File and Storage Technologies (FAST 2023), February 21-23,2023, pp.231-246, Santa Clara, CA, USA.

[11] Qiang Li, Qiao Xiang, Yuxin Wang, Haohao Song, and Ridi Wen, Wenhui Yao, Yuanyuan Dong, Shuqi Zhao, Shuo Huang, Zhaosheng Zhu, Huayong Wang, Shanyang Liu, Lulu Chen, Zhiwu Wu, Haonan Qiu, Derui Liu, Gexiao Tian, Chao Han, Shaozong Liu, Yaohui Wu, Zicheng Luo, Yuchao Shao, Junping Wu, Zheng Cao, Zhongjie Wu, Jiaji Zhu, and Jinbo Wu, Jiwu Shu, Jiesheng Wu, More Than Capacity: Performance-oriented Evolution of Pangu in Alibaba，The 21th USENIX Conference on File and Storage Technologies (FAST 2023), February 21-23,2023, pp.331-346, Santa Clara, CA, USA.

[12] Ruiming Lu, Erci Xu, Yiming Zhang, Fengyi Zhu, Zhaosheng Zhu, Mengtian Wang, Zongpeng Zhu, Guangtao Xue, Jiwu Shu, Minglu Li, and Jiesheng Wu, Perseus: A Fail-Slow Detection Framework for Cloud Storage Systems, the 21st USENIX Conference on File and Storage Technologies (FAST 2023), February 21-23,2023, pp.49-64, Santa Clara, CA, USA (Best Paper Award (最佳论文奖)).

[13] Qing Wang, Youyou Lu, Jing Wang, Jiwu Shu, Replicating Persistent Memory Key-Value Stores with Efficient RDMA Abstraction, The 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2023), July 10-12, 2023, Boston, MA.

[14] Qiang Li, Yixiao Gao, Xiaoliang Wang, Haonan Qiu, Yanfang Le, Derui Liu, Qiao Xiang, Fei Feng, Peng Zhang, Bo Li, Jianbo Dong, Lingbo Tang, Hongqiang Harry Liu, Shaozong Liu, Weijie Li, Rui Miao, Yaohui Wu, Zhiwu Wu, Chao Han, Lei Yan, Zheng Cao, and Zhongjie Wu, Chen Tian, Guihai Chen, Dennis Cai, Jinbo Wu, Jiaji Zhu, Jiesheng Wu, Jiwu Shu, Flor: An Open High Performance RDMA Framework Over Heterogeneous RNICs, The Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2023), July 10–12, 2023, Boston, MA, USA.

[15] Qing Wang, Youyou Lu, Jiwu Shu, Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory, ACM SIGMOD/PODS Conference on Management of Data (SIGMOD 2022), June 12-17, 2022, pp.1033-1048, Philadelphia, Pennsylvania, USA. (获ACM SIGMOD Research Highlights Awards (突出研究奖)).

[16] Youmin Chen, Xiangyao Yu, Paraschos Koutris, Andrea Arpaci-Dusseau, Remzi Arpaci-Dusseau, Jiwu Shu, Plor: General Transactions with Predictable, Low Tail Latency, ACM SIGMOD/PODS Conference on Management of Data (SIGMOD 2022), June 12-17, 2022, Philadelphia, Pennsylvania, USA.

[17] Wenhao Lv, Youyou Lu, Yiming Zhang, Jiwu Shu, InfiniFS: Efficient Metadata Service for Large-Scale Distributed Filesystems,20th USENIX Conference on File and Storage Technologies (FAST 2022), pp. 313-328, February 21-24, 2022, Santa Clara, California, USA. (Acceptance Rate: 28/130=21.54%).

[18] Xiaojian Liao, Youyou Lu, Zhe Yang, Jiwu Shu, Crash Consistent Non-Volatile Memory Express, The 28th ACM Symposium on Operating Systems Principles (SOSP 2021), Koblenz, Germany, October 25-28, 2021 pp.132-146(Acceptance rate: 54/348=15.52%).

[19] Congming Gao, Xin Xin, Youyou Lu, Youtao Zhang, Jun Yang, Jiwu Shu, ParaBit: Processing Parallel Bitwise Operations in NAND Flash Memory based SSDs, the 54th IEEE/ACM International Symposium on Microarchitecture (MICRO-54), October 18-22, 2021, Global Online Event (broadcast from Athens, Greece). (Acceptance rate: 94/430=21.86%).

[20] Qing Wang, Youyou Lu, Junru Li, Jiwu Shu, Nap: A Black-Box Approach to NUMA-Aware Persistent Memory, the 15th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2021), 14-16 July 2021 pp.93-111(Acceptance rate: 31/165=18.8%) (获the best storage related papers of OSDI 2021).

[21] Youmin Chen, Youyou Lu, Bohong Zhu, Andrea Arpaci-Dusseau, Remzi Arpaci-Dusseay, Jiwu Shu, Scalable Persistent Memory File System with Kernel-User Space Collaboration, 19th USENIX Conference on File and Storage Technologies (FAST 2021), February 23-25, 2021, Santa Clara, California, USA. (Acceptance Rate: 28/130=21.54%).

[22] Qing Wang, Youyou Lu, Erci Xu, Junyu Li, Youmin Chen, Jiwu Shu, Concordia: Distributed Share memory with In-Network Cache Coherence, 19th USENIX Conference on File and Storage Technologies (FAST 2021), February 22-25, 2021, Santa Clara, California, USA. (Acceptance Rate: 28/130=21.54%).

[23] Minhui Xie, Kai Ren, Youyou Lu, JiaZhen Lin, Guangxu Yang, Bihai Wu, Fan Yang, Wanhong Xu, Jiwu Shu, Kraken: Memory Efficient Continual Learning for Large-Scale Real-Time Recommendation，The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC 2020), Nov. 16-19,2020, Denver, Co.

[24] Xiaojian Liao, Youyou Lu, Erci Xu, Jiwu Shu, Write Dependency Disentanglement with HORAE, the 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2020), November 4–6, 2020. pp.549-565 (Acceptance rate: 70/398=17.59%).

[25] Youmin Chen, Youyou Lu, Fan Yang, Qing Wang, Yang Wang, Jiwu Shu, FlatStore: an Efficient Log-Structured Key-Value Storage Engine for Persistent Memory, The 25th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2020), March 16-20, 2020, Lausanne, Switzerland (Acceptance rate: 86/476=18.07%).

[26] Haiyu Mao, Mingcong Song, Tao Li, Yutiing Dai, Jiwu Shu, LerGAN: A Zero-free, Low Data Movement and PIM-based GAN Architecture, The 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-51), 2018, Oct 20 – 24, pp.670-682, Fukuoka City, Japan. (Acceptance rate: 74/351=21.06%).

[27] Siyang Li, Youyou Lu, Jiwu Shu, Fenlin Liu, Yang Hu, Tao Li, LocoFS: A Loosely-Coupled Metadata Service for Distributed File System, The International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2017), Nov. 12-17,2017, Denver, Co (Acceptance Rate: 61/327=18.65%).

[28] Youyou Lu , Jiwu Shu, Wei Wang, ReconFS: A Reconstructable File System on Flash Storage, FAST, the 12th USENIX Conference on File and Storage Technologies (FAST 2014), February 12-15, 2014, San Jose, CA, USA, pp. 75-88. (Acceptance Rate: 21/133=15.79%).

[29] Jie Fan, Song Jiang, Jiwu Shu, Youhui Zhang, Weimin Zheng, Partitioning Data Block for Efficient Recovery of Stuck-At-Faults in Phase Change Memory, The 46th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-46), December 7-11, 2013, Davis, California, pp. 433-444. (Acceptance Rate: 39/239=16.32%).

[30] Youyou Lu, Jiwu Shu, Weimin Zheng, Extending the Lifetime of Flash-based Storage through Reducing Write Amplification from File Systems, 11th USENIX Conference on File and Storage Technologies (FAST 2013), February 12-15,2013, San Jose, CA, USA, pp. 257-270. (Acceptance Rate: 20/127=15.75%).

专著与教材

专著: 舒继武编著, 《数据存储架构与技术》, 北京: 人民邮电出版社, 2023.10, ISBN: 9787115621467;

规划教材: 舒继武编著,《数据存储架构与技术》（第2版）, 北京: 人民邮电出版社, 2024.5, ISBN: 9787115621467, 获人民邮电出版社”2024年度影响力作者奖”;

Book: Jiwu Shu,《Data Storage Architectures and Technologies》, Springer 2024: ISBN 978-981-97-3533-4, pp.1-428.

更多信息和文章请见：http://storage.cs.tsinghua.edu.cn/~jiwu-shu/