蔡淼
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蔡淼副教授、硕导。2020年12月博士毕业于南京大学计算机科学与技术系,2018年8月至2019年9月美国University of Illinois at Urbana-Champaign (UIUC) 联合培养博士。2023年6月至9月清华大学计算机科学与技术系访问学者。长期从事计算机系统结构方面的研究,研究方向主要包括存储系统、操作系统、存网融合等,在USENIX ATC'24、PVLDB'23、USENIX ATC'22、IEEE ISCA'20、ACM TOS、IEEE TC 等CCF-A/B 类的国际会议和权威期刊上发表录用论文数十篇,研究工作获2021年度“CCF-华为创新研究计划”系统软件专项、江苏省自然科学基金青年基金项目、中国博士后科学基金面上项目、江苏省博士后科研资助计划、南京大学软件新技术国家重点实验室开放课题等项目资助。目前担任ACM TOS、IEEE TC等知名期刊的审稿专家,中国计算机学会信息存储技术和系统软件专委会执行委员。
发表论文:
[1] Miao Cai, Junru Shen, Baoliu Ye. "Ethane: An Asymmetric File System for Disaggregated Persistent Memory", 2024 USENIX Annual Technical Conference (USENIX ATC'24), accepted. [CCF-A类会议] 计算机系统领域顶级国际会议
[2] Miao Cai, Junru Shen, Yifan Yuan, Zhihao Qu, Baoliu Ye. "BonsaiKV: Towards Fast, Scalable, and Persistent Key-Value Stores with Tiered, Heterogeneous Memory System", Proceedings of the VLDB Endowment, vol. 17, no. 4, pp. 726-739, 2023. [CCF-A类会议] 数据库领域顶级国际会议
[3] Miao Cai, Junru Shen, Bin Tang, Hao Huang, Baoliu Ye. "FlatFS: Flatten Hierarchical File System Namespace for Non-volatile Memories", 2022 USENIX Annual Technical Conference (USENIX ATC'22), pp. 899-914, CARLSBAD, CA, USA. July 11-13, 2022. [CCF-A类会议] 计算机系统领域顶级国际会议
[4] Miao Cai, Chance Coats, Jian Huang. "Hoop: Efficient Hardware-Assisted Out-of-Place Update for Non-Volatile Memory", 47th ACM/IEEE Annual International Symposium on Computer Architecture (ISCA'20), pp. 584-596, Valencia, Spain, May 30-June 3, 2020. [CCF-A类会议] 计算机体系架构领域顶级国际会议
[5] Miao Cai, Junru Shen, Bin Tang, Hao Huang, Baoliu Ye. "Exploiting Flat Namespace to Improve File System Metadata Performance on Ultra-fast, Byte-addressable NVMs", ACM Transactions on Storage (TOS), vol. 20, no. 1, pp. 1-47, 2024. [CCF-A类期刊] 存储领域顶级国际期刊
[6] Miao Cai, Xuzhen Jiang, Junru Shen, Baoliu Ye. "SplitDB: Closing the Performance Gap for LSM-tree-based Key-Value Stores", IEEE Transactions on Computers (TC), vol. 73, no. 1, pp. 206-220, 2024. [CCF-A类期刊] 计算机系统领域顶级国际期刊
[7] Miao Cai, Junru Shen, Tianning Zhang, Hao Huang, Baoliu Ye. "SigGuard: Hardening Vulnerable Signal Handling in Commodity Operating Systems", 41st International Symposium on Reliable Distributed Systems (SRDS'22), pp. 237-249, Vienna, Austria, September 19-22, 2022. [CCF-B类会议] 分布式系统领域重要国际会议
[8] Miao Cai, Diming Zhang, Hao Huang. "A Scalable Virtual Memory System based on Decentralization for Many-cores", Journal of Systems Architecture, vol.107, pp. 101803, 2020. [CCF-B类期刊]
[9] Miao Cai, Hao Huang, "A Survey of Operating System Support for Persistent Memory", Frontiers of Computer Science, vol. 15, no. 4, pp. 1-20, 2021. [CCF-B类期刊]
[10] Miao Cai, Shenming Liu, Weiyong Yang, Hao Huang, "MedusaVM: Decentralizing Virtual Memory System for Multithreaded Applications on Many-core", 18th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP'18), pp. 267-283, Guangzhou, China, November 15-17, 2018. [CCF-C类会议]
[11] Miao Cai, Shenming Liu, Hao Huang, "tScale: A Contention-Aware Multithreaded Framework for Multicore Multiprocessor Systems", 23rd International Conference on Parallel and Distributed Systems (ICPADS'17), pp. 334-343, Shenzhen, China, December 15-17, 2017. [CCF-C类会议]
[12] Miao Cai, Hao Huang, Jian Huang. "Understanding Security Vulnerabilities in File Systems", Proceedings of the 10th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys'19), pp. 8-15, Hangzhou, China, Augsut 19-20, 2019.
[13] Lin Qian, Zhihao Qu, Miao Cai, Baoliu Ye, Xiaoliang Wang, Jianyu Wu, Weiguo Duan, Ming Zhao, Qiang Lin. "FastCache: A Write-Optimized Edge Storage System via Concurrent Merging Cache for IoT Applications". Journal of Systems Architecture, vol.131, pp. 102718, 2022. [CCF-B类期刊]
[14] Xuzhen Jiang, *Miao Cai, Baoliu Ye. "Improving Write Performance for LSM-tree-based Key-Value Stores with NV-Cache" 17th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA'22), pp. 394-401, Melbourne, Australia, December 17-19, 2022. [CCF-C类会议]
[15] Tianning Zhang, Miao Cai, Hao Huang., "eSROP Attack: Leveraging Signal Handler to Implement Turing-complete Attack under CFI Defense", 18th EAI International Conference on Security and Privacy in Communication Networks (SecureComm'22), pp. 752-769, Kansas City, United States, October 17-19, 2022. [CCF-C类会议]
[16] Tianning Zhang, Miao Cai, Diming Zhang, Hao Huang., "SeBROP: Blind ROP Attacks without Returns", Frontiers of Computer Science, vol. 16, no. 4, pp. 1-18, 2022. [CCF-C类会议]
[17] Tianning Zhang, Miao Cai, Diming Zhang, Hao Huang. "De-randomizing the Code Segment with Timing Function Attack", 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom'20), pp. 256-267, Guangzhou, China, December 29, 2020 - January 1, 2021. [CCF-C类会议]
[18] 倪瑞轩, *蔡淼, 叶保留. 内存高效的持久性分布式文件客户端缓存DFS-Cache. 计算机应用, 在线发表. [中文核心期刊]
* 为通讯作者
科研项目:
[1] 江苏省自然科学基金青年基金项目, 2022.7-2025.6
[2] CCF-华为创新研究计划-系统软件专项, 2021.11-2022.12
[3] 中国博士后科学基金面上项目, 2022.9-2023.12
[4] 江苏省博士后科研资助计划, 2021.6-2023.12
[5] 南京大学软件新技术国家重点实验室开放课题, 2021.6-2023.5
研究方向:
[1] 面向下一代非易失性内存的高性能存储栈:包括体系架构、文件系统、非关系数据库、键值缓存、索引结构等
[2] 基于RDMA和CXL的存网融合关键技术:包括解聚合内存、存网协同设计、存算分离架构等
[3] 大规模多核可扩展的操作系统内核设计:包括虚拟内存管理、多核同步原语、多线程调度机制等
获奖荣誉:
[1] 中国计算机学会科技创业大赛金奖, 2022年
[2] 南京大学南瑞继保奖学金,2018年
[3] 南京大学博士英才奖学金,2017年
招生说明:
期望具备严谨的逻辑思维、较好的编程能力和刻苦钻研的精神
善于挖掘学生潜力,致力于培养在计算机系统和体系结构方向的优秀学生
欢迎各位本科生/硕士生联系
联系邮箱:miaocai@nuaa.edu.cn
个人主页:
2014.9 -- 2020.12
南京大学
 博士研究生毕业
 工学博士学位
2018.8 -- 2019.9
伊利诺伊大学厄巴纳-香槟分校
 联合培养博士
2010.9 -- 2014.6
中国矿业大学
 大学本科毕业
 工学学士学位
2007.9 -- 2010.6
江苏省盐城中学
 普通高中毕业
2024.3 -- 至今
南京航空航天大学 计算机科学与技术学院
2023.6 -- 2023.9
清华大学 计算机科学与技术系
2020.12 -- 2024.3
河海大学 计算机与信息学院
CCF-A类期刊IEEE Transactions on Computers (IEEE TC)审稿人
CCF-A类期刊ACM Transactions on Storage (ACM TOS)审稿人
中国计算机学会信息存储技术专委会委员
中国计算机学会系统软件专委会委员
存储系统、操作系统