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个人简介

教育背景 理学学士(计算机科学与技术),南京大学,中国,2009 工学博士(计算机科学与技术),清华大学,中国,2015 研究课题 国家自然科学基金面上项目: 分布式闪存文件系统的高效构建技术研究(2018-2021) 国家自然科学基金青年项目: 面向闪存特性的文件系统数据组织优化技术(2016-2016) 奖励与荣誉 清华大学优秀博士后(2017) 中国计算机学会优秀博士学位论文奖(2016) 中国科协青年人才托举工程(2015)

研究领域

计算机系统(存储系统、文件系统、内存计算及分布式系统) 计算机体系结构(非易失性存储器、软硬件协同设计)

近期论文

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Revisiting Secondary Indexing in LSM-based Storage Systems with Persistent Memory. Jing Wang, Youyou Lu, Qing Wang, Yuhao Zhang, Jiwu Shu, USENIX Annual Technical Conference (USENIX ATC'23), 2023 SingularFS: A Billion-Scale Distributed File System Using a Single Metadata Server. Hao Guo, Youyou Lu, Wenhao Lv, Xiaojian Liao, Shaoxun Zeng, Jiwu Shu, USENIX Annual Technical Conference (USENIX ATC'23), 2023 PetPS: Supporting Huge Embedding Models with Persistent Memory. Minhui Xie, Youyou Lu, Qing Wang, Yangyang Feng, Jiaqiang Liu, Kai Ren, Jiwu Shu, The 49th International Conference on Very Large Data Bases (VLDB'23), 2023 λ-IO: A Unified IO Stack for Computational Storage. Zhe Yang, Youyou Lu, Xiaojian Liao, Youmin Chen, Junru Li, Siyu He, Jiwu Shu, The 21st USENIX Conference on File and Storage Technologies (FAST'23), 2023 Citron: Distributed Range Lock Management with One-sided RDMA. Jian Gao, Youyou Lu, Minhui Xie, Qing Wang, Jiwu Shu, The 21st USENIX Conference on File and Storage Technologies (FAST'23), 2023 Patronus: High-Performance and Protective Remote Memory. Bin Yan, Youyou Lu, Qing Wang, Minhui Xie, Jiwu Shu, The 21st USENIX Conference on File and Storage Technologies (FAST'23), 2023 Mobius: Fine Tuning Large-scale Models on Commodity GPU Servers. Yangyang Feng, Minhui Xie, Zijie Tian, Shuo Wang, Youyou Lu, Jiwu Shu, The 28th Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'23), 2023 Replicating Persistent Memory Key-Value Stores with Efficient RDMA Abstraction. Qing Wang, Youyou Lu, Jing Wang, Jiwu Shu, The 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI'23), 2023 RIO: Order-Preserving and CPU-Efficient Remote Storage Access. Xiaojian Liao, Zhe Yang, Jiwu Shu, The 18th European Conference on Computer Systems (EuroSys'23), 2023 Building Write-Optimized Tree Indexes on Disaggregated Memory. Qing Wang, Youyou Lu, Jiwu Shu, SIGMOD Record, March 2023 (Vol. 52, No. 1) (SIGMOD Record), 2023 TH-iSSD: Design and Implementation of a Generic and Reconfigurable Near-Data Processing Framework. Jiwu Shu, Kedong Fang, Youmin Chen, Shuo Wang, Transactions on Embedded Computing Systems (ACM TECS), 2023 Efficient Crash Consistency for NVMe over PCIe and RDMA. Xiaojian Liao, Youyou Lu, Zhe Yang, Jiwu Shu, ACM Transactions on Storage (TOS), 2023 NICFS: a file system based on persistent memory and SmartNIC. Yitian Yang, Youyou Lu, Frontiers of Information Technology & Electronic Engineering (FITEE'23), 2023 SwitchTx: Scalable In-Network Coordination for Distributed Transaction Processing. Junru Li, Youyou Lu, Yiming Zhang, Qing Wang, Zhuo Cheng, Keji Huang, Jiwu Shu The 48th International Conference on Very Large Data Bases (VLDB'22), 2022 Pacman: An Efficient Compaction Approach for Log-Structured Key-Value Store on Persistent Memory. Jing Wang, Youyou Lu, Qing Wang, Minhui Xie, Keji Huang, Jiwu Shu USENIX Annual Technical Conference (USENIX ATC'22), 2022 AlNiCo: SmartNIC-accelerated Contention-aware Request Scheduling for Transaction Processing. Junru Li, Youyou Lu, Qing Wang, Jiazhen Lin, Zhe Yang, Jiwu Shu USENIX Annual Technical Conference (USENIX ATC'22), 2022 Fleche: An Efficient GPU Embedding Cache for Personalized Recommendations. Minhui Xie, Youyou Lu, Jiazhen Lin, Qing Wang, Jian Gao, Kai Ren, Jiwu Shu The 17th European Conference on Computer Systems (EuroSys'22), 2022 InfiniFS: An Efficient Metadata Service for Large-Scale Distributed Filesystems. Wenhao Lv, Youyou Lu, Yiming Zhang, Peile Duan, Jiwu Shu USENIX Conference on File and Storage Technologies (FAST'22), 2022 Plor: General Transactions with Predictable, Low Tail Latency. Youmin Chen, Xiangyao Yu, Paraschos Koutris, Andrea Arpaci-Dusseau, Remzi Arpaci-Dusseau, Jiwu Shu ACM SIGMOD International Conference on Management of Data (SIGMOD'22), 2022 Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory. Qing Wang, Youyou Lu, Jiwu Shu ACM SIGMOD International Conference on Management of Data (SIGMOD'22), 2022 Nap: Persistent Memory Indexes for NUMA Architectures. Qing Wang, Youyou Lu, Junru Li, Minhui Xie, Jiwu Shu ACM Transactions on Storage (TOS), 2022 Reprogramming 3D TLC Flash Memory based Solid State Drives. Congming Gao, Min Ye, Chun Jason Xue, Youtao Zhang, Liang Shi, Jiwu Shu, Jun Yang ACM Transactions on Storage (TOS), 2022 Efficient Atomic Durability on eADR-enabled Persistent Memory. Taiyu Zhou, Yajuan Du, Fan Yang, Xiaojian Liao, Youyou Lu The 31st International Conference on Parallel Architectures and Compilation Techniques (PACT'22), 2022 Crash Consistent Non-Volatile Memory Express. Xiaojian Liao, Youyou Lu, Zhe Yang, Jiwu Shu The 28th ACM Symposium on Operating Systems Principles (SOSP'21), 2021 ParaBit: Processing Parallel Bitwise Operations in NAND Flash Memory based SSDs. Congming Gao, Xin Xin, Youyou Lu, Youtao Zhang, Jun Yang, Jiwu Shu 54st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO'21), 2021 Max: A Multicore-Accelerated File System for Flash Storage. Xiaojian Liao, Youyou Lu, Erci Xu, Jiwu Shu USENIX Annual Technical Conference (USENIX ATC'21), 2021 Nap: A Black-Box Approach to NUMA-Aware Persistent Memory Indexes. Qing Wang, Youyou Lu, Junru Li, Jiwu Shu The 15th USENIX Symposium on Operating Systems Design and Implementation (OSDI'21), 2021 Aria: Tolerating Skewed Workloads in Secure In-memory Key-value Stores. Fan Yang, Youmin Chen, Youyou Lu, Qing Wang, Jiwu Shu 37th IEEE International Conference on Data Engineering (ICDE'21), 2021 Scalable Persistent Memory File System with Kernel-Userspace Collaboration. Youmin Chen, Youyou Lu, Bohong Zhu, Andrea Arpaci-Dusseau, Remzi Arpaci-Dusseau, Jiwu Shu USENIX Conference on File and Storage Technologies (FAST'21), 2021 Concordia: Distributed Shared Memory with In-Network Cache Coherence. Qing Wang, Youyou Lu, Erci Xu, Junru Li, Youmin Chen, Jiwu Shu USENIX Conference on File and Storage Technologies (FAST'21), 2021 Octopus+: an RDMA-enabled Distributed Persistent Memory File System. Bohong Zhu, Youmin Chen, Qing Wang, Youyou Lu, Jiwu Shu ACM Transactions on Storage (TOS), 2021 LrGAN: A Compact and Energy Efficient PIM-based Architecture for GAN Training. Haiyu Mao, Jiwu Shu, Mingcong Song, Tao Li IEEE Transactions on Computers (TC), 2021 OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs. Zhe Liu, Xiaojian Liao, Fei Li, Zhe Yang, Youyou Lu, Jiwu Shu International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP'20), 2020 Kraken: Memory Efficient Continual Learning for Large-Scale Real-Time Recommendations. Minhui Xie, Kai Ren, Youyou Lu, Guangxu Yang, Qingxing Xu, Bihai Wu, Jiazhen Lin, Hongbo Ao, Wanhong Xu, Jiwu Shu Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'20), 2020 Write Dependency Disentanglement with HORAE. Xiaojian Liao, Youyou Lu, Erci Xu, Jiwu Shu The 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI'20), 2020 μTree: a Persistent B+-Tree with Low Tail Latency. Youmin Chen, Youyou Lu, Kedong Fang, Qing Wang, Jiwu Shu 46th International Conference on Very Large Data Bases (VLDB'20), 2020 Improving the Concurrency Performance of Persistent Memory Transactions on Multicores. Qing Wang, Youyou Lu, Zhongjie Wu, Fan Yang, Jiwu Shu Design Automation Conference (DAC'20), 2020 CoinPurse: A Device-Assisted File System with Dual Interfaces. Zhe Yang, Youyou Lu, Erci Xu, Jiwu Shu Design Automation Conference (DAC'20), 2020 FlatStore: an Efficient Log-Structured Key-Value Storage Engine for Persistent Memory. Youmin Chen, Youyou Lu, Fan Yang, Qing Wang, Yang Wang, Jiwu Shu Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'20), 2020 TH-DPMS: Design and Implementation of an RDMA-enabled Distributed Persistent Memory Storage System. Jiwu Shu, Youmin Chen, Qing Wang, Bohong Zhu, Junru Li, Youyou Lu ACM Transactions on Storage (TOS), 2020 Towards Unaligned Writes Optimization in Cloud Storage with High-performance SSDs. Jiwu Shu, Fei Li, Siyang Li, Youyou Lu IEEE Transactions on Parallel and Distributed Systems (TPDS), 2020 ShieldNVM: An Efficient and Fast Recoverable System for Secure Non-Volatile Memory. Fan Yang, Youmin Chen, Haiyu Mao, Youyou Lu, Jiwu Shu ACM Transactions on Storage (TOS), 2020 Cross-Rack-Aware Single Failure Recovery for Clustered File Systems. Zhirong Shen, Patrick PC Lee, Jiwu Shu, Wenzhong Guo IEEE Transactions on Dependable and Secure Computing (TDSC), 2020 Understanding and analysis of B+ trees on NVM towards consistency and efficiency. Jiangkun Hu, Youmin Chen, Youyou Lu, Xubin He, Jiwu Shu CCF Transactions on High Performance Computing (CCF-THPC), 2020 SineKV: Decoupled Secondary Indexing for LSM-based Key-Value Stores. Fei Li, Youyou Lu, Zhe Yang, Jiwu Shu 40th IEEE International Conference on Distributed Computing Systems (ICDCS'20), 2020 NovKV: Efficient Garbage Collection for Key-Value Separated LSM-Stores. Chen Shen, Youyou Lu, Fei Li, Weidong Liu, Jiwu Shu 36th International Conference on Massive Storage Systems and Technology (MSST'20), 2020 Crash Consistent Non-Volatile Memory Express. Xiaojian Liao, Youyou Lu, Zhe Yang, Jiwu Shu The 28th ACM Symposium on Operating Systems Principles (SOSP'21), 2021 ParaBit: Processing Parallel Bitwise Operations in NAND Flash Memory based SSDs. Congming Gao, Xin Xin, Youyou Lu, Youtao Zhang, Jun Yang, Jiwu Shu 54st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO'21), 2021 Max: A Multicore-Accelerated File System for Flash Storage. Xiaojian Liao, Youyou Lu, Erci Xu, Jiwu Shu USENIX Annual Technical Conference (USENIX ATC'21), 2021 Nap: A Black-Box Approach to NUMA-Aware Persistent Memory Indexes. Qing Wang, Youyou Lu, Junru Li, Jiwu Shu The 15th USENIX Symposium on Operating Systems Design and Implementation (OSDI'21), 2021 Aria: Tolerating Skewed Workloads in Secure In-memory Key-value Stores. Fan Yang, Youmin Chen, Youyou Lu, Qing Wang, Jiwu Shu 37th IEEE International Conference on Data Engineering (ICDE'21), 2021 Scalable Persistent Memory File System with Kernel-Userspace Collaboration. Youmin Chen, Youyou Lu, Bohong Zhu, Andrea Arpaci-Dusseau, Remzi Arpaci-Dusseau, Jiwu Shu USENIX Conference on File and Storage Technologies (FAST'21), 2021 Concordia: Distributed Shared Memory with In-Network Cache Coherence. Qing Wang, Youyou Lu, Erci Xu, Junru Li, Youmin Chen, Jiwu Shu USENIX Conference on File and Storage Technologies (FAST'21), 2021 Octopus+: an RDMA-enabled Distributed Persistent Memory File System. Bohong Zhu, Youmin Chen, Qing Wang, Youyou Lu, Jiwu Shu ACM Transactions on Storage (TOS), 2021 LrGAN: A Compact and Energy Efficient PIM-based Architecture for GAN Training. Haiyu Mao, Jiwu Shu, Mingcong Song, Tao Li IEEE Transactions on Computers (TC), 2021 OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs. Zhe Liu, Xiaojian Liao, Fei Li, Zhe Yang, Youyou Lu, Jiwu Shu International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP'20), 2020 Kraken: Memory Efficient Continual Learning for Large-Scale Real-Time Recommendations. Minhui Xie, Kai Ren, Youyou Lu, Guangxu Yang, Qingxing Xu, Bihai Wu, Jiazhen Lin, Hongbo Ao, Wanhong Xu, Jiwu Shu Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'20), 2020 Write Dependency Disentanglement with HORAE. Xiaojian Liao, Youyou Lu, Erci Xu, Jiwu Shu The 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI'20), 2020 μTree: a Persistent B+-Tree with Low Tail Latency. Youmin Chen, Youyou Lu, Kedong Fang, Qing Wang, Jiwu Shu 46th International Conference on Very Large Data Bases (VLDB'20), 2020 Improving the Concurrency Performance of Persistent Memory Transactions on Multicores. Qing Wang, Youyou Lu, Zhongjie Wu, Fan Yang, Jiwu Shu Design Automation Conference (DAC'20), 2020 CoinPurse: A Device-Assisted File System with Dual Interfaces. Zhe Yang, Youyou Lu, Erci Xu, Jiwu Shu Design Automation Conference (DAC'20), 2020 FlatStore: an Efficient Log-Structured Key-Value Storage Engine for Persistent Memory. Youmin Chen, Youyou Lu, Fan Yang, Qing Wang, Yang Wang, Jiwu Shu Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'20), 2020 TH-DPMS: Design and Implementation of an RDMA-enabled Distributed Persistent Memory Storage System. Jiwu Shu, Youmin Chen, Qing Wang, Bohong Zhu, Junru Li, Youyou Lu ACM Transactions on Storage (TOS), 2020 Towards Unaligned Writes Optimization in Cloud Storage with High-performance SSDs. Jiwu Shu, Fei Li, Siyang Li, Youyou Lu IEEE Transactions on Parallel and Distributed Systems (TPDS), 2020 ShieldNVM: An Efficient and Fast Recoverable System for Secure Non-Volatile Memory. Fan Yang, Youmin Chen, Haiyu Mao, Youyou Lu, Jiwu Shu ACM Transactions on Storage (TOS), 2020 Cross-Rack-Aware Single Failure Recovery for Clustered File Systems. Zhirong Shen, Patrick PC Lee, Jiwu Shu, Wenzhong Guo IEEE Transactions on Dependable and Secure Computing (TDSC), 2020 Understanding and analysis of B+ trees on NVM towards consistency and efficiency. Jiangkun Hu, Youmin Chen, Youyou Lu, Xubin He, Jiwu Shu CCF Transactions on High Performance Computing (CCF-THPC), 2020 SineKV: Decoupled Secondary Indexing for LSM-based Key-Value Stores. Fei Li, Youyou Lu, Zhe Yang, Jiwu Shu 40th IEEE International Conference on Distributed Computing Systems (ICDCS'20), 2020 NovKV: Efficient Garbage Collection for Key-Value Separated LSM-Stores. Chen Shen, Youyou Lu, Fei Li, Weidong Liu, Jiwu Shu 36th International Conference on Massive Storage Systems and Technology (MSST'20), 2020 OCStore: Accelerating Distributed Object Storage with Open-Channel SSDs. Youyou Lu, Jiacheng Zhang, Zhe Yang, Jiwu Shu The 39th IEEE International Conference on Distributed Computing Systems (ICDCS'19), 2019 No Compromises: Secure NVM with Crash Consistency, Write-Efficiency and High-Performance. Fan Yang, Youyou Lu, Youmin Chen, Haiyu Mao, Jiwu Shu Design Automation Conference (DAC'19), 2019 ASCache: An Approximate SSD Cache for Error-Tolerant Applications. Fei Li, Youyou Lu, Zhongjie Wu, Jiwu Shu Design Automation Conference (DAC'19), 2019 Scalable RDMA RPC on Reliable Connection with Efficient Resource Sharing. Youmin Chen, Youyou Lu, Jiwu Shu Proceedings of the Fourteenth EuroSys Conference (EuroSys'19), 2019 Mitigating Synchronous I/O Overhead in File Systems on Open-Channel SSDs. Youyou Lu, Jiwu Shu, Jiacheng Zhang ACM Transactions on Storage (TOS), 2019 Reducing rename overhead in full-path-indexed file system. Longhua Wang, Youyou Lu, Siyang Li, Fan Yang, Jiwu Shu Advanced Parallel Processing Technologies, 13th International Symposium (APPT'19), 2019 Correlation-Aware Stripe Organization for Efficient Writes in Erasure-Coded Storage: Algorithms and Evaluation. Zhirong Shen, Patrick PC Lee, Jiwu Shu, Wenzhong Guo IEEE Transactions on Parallel and Distributed Systems (TPDS), 2019 LerGAN: A Zero-Free, Low Data Movement and PIM-Based GAN Architecture. Haiyu Mao, Mingcong Song, Tao Li, Yuting Dai, Jiwu Shu 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO'18), 2018 Exporting Transactional Interface to Applications in Log-Structured File Systems. Jiacheng Zhang, Youyou Lu, Keni Qiu, Zejun Shi, Hongsuk Choi, Jiwu Shu IEEE International Conference on Networking, Architecture and Storage (NAS'18), 2018 Performance analysis on structure of racetrack memory. Hongbin Zhang, Chao Zhang, Qingda Hu, Chengmo Yang, Jiwu Shu 23rd Asia and South Pacific Design Automation Conference (ASP-DAC'18), 2018 Empirical Study of Transactional Management for Persistent Memory. Hongping Shu, Hongyu Chen, Hao Liu, Youyou Lu, Qingda Hu, Jiwu Shu IEEE 7th Non-Volatile Memory Systems and Applications Symposium (NVMSA'18), 2018 A Flattened Metadata Service for Distributed File Systems. Siyang Li, Fenlin Liu, Jiwu Shu, Youyou Lu, Tao Li, Yang Hu IEEE Transactions on Parallel and Distributed Systems (TPDS), 2018 Accelerating breadth-first graph search on a single server by dynamic edge trimming. Guangyan Zhang, Shuhan Cheng, Jiwu Shu, Qingda Hu, Weimin Zheng Journal of Parallel and Distributed Computing (JPDC), 2018 Efficient and Consistent NVMM Cache for SSD-based File System. Youmin Chen, Youyou Lu, Pei Chen, Jiwu Shu IEEE Transactions on Computers (TC), 2018 HiNFS: A Persistent Memory File System with Both Buffering and Direct-Access. Youmin Chen, Jiwu Shu, Jiaxin Ou, Youyou Lu ACM Transactions on Storage (TOS), 2018 Encoding-Aware Data Placement for Efficient Degraded Reads in XOR-Coded Storage Systems: Algorithms and Evaluation. Zhirong Shen, Patrick PC Lee, Jiwu Shu, Wenzhong Guo IEEE Transactions on Parallel and Distributed Systems (TPDS), 2018

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