Power, Energy, and Thermal Considerations in SSD-Based I/O Acceleration. - Jie Zhang 048; Mustafa M. Shihab; Myoungsoo Jung (HotStorage, 2014)

Integrating 3D Resistive Memory Cache into GPGPU for Energy-Efficient Data Processing. - Jie Zhang 048; David Donofrio; John Shalf; Myoungsoo Jung (PACT, 2015)

NVMMU: A Non-volatile Memory Management Unit for Heterogeneous GPU-SSD Architectures. - Jie Zhang 048; David Donofrio; John Shalf; Mahmut T. Kandemir; Myoungsoo Jung (PACT, 2015)

OpenNVM: An open-sourced FPGA-based NVM controller for low level memory characterization. - Jie Zhang 048; Gieseo Park; Mustafa M. Shihab; David Donofrio; John Shalf; Myoungsoo Jung (ICCD, 2015)

DUANG: Fast and lightweight page migration in asymmetric memory systems. - Hao Wang 011; Jie Zhang 048; Sharmila Shridhar; Gieseo Park; Myoungsoo Jung; Nam Sung Kim (HPCA, 2016)

An in-depth study of next generation interface for emerging non-volatile memories. - Wonil Choi; Jie Zhang 048; Shuwen Gao; Jaesoo Lee; Myoungsoo Jung; Mahmut T. Kandemir (NVMSA, 2016)

Couture: Tailoring STT-MRAM for Persistent Main Memory. - Mustafa M. Shihab; Jie Zhang 048; Shuwen Gao; Josep Sloan; Myoungsoo Jung (INFLOW@OSDI, 2016)

ROSS: A Design of Read-Oriented STT-MRAM Storage for Energy-Efficient Non-Uniform Cache Architecture. - Jie Zhang 048; Miryeong Kwon; Chanyoung Park 003; Myoungsoo Jung; Songkuk Kim (INFLOW@OSDI, 2016)

Understanding system characteristics of online erasure coding on scalable, distributed and large-scale SSD array systems. - Sungjoon Koh; Jie Zhang 048; Miryeong Kwon; Jungyeon Yoon; David Donofrio; Nam Sung Kim; Myoungsoo Jung (IISWC, 2017)

TraceTracker: Hardware/software co-evaluation for large-scale I/O workload reconstruction. - Miryeong Kwon; Jie Zhang 048; Gyuyoung Park; Wonil Choi; David Donofrio; John Shalf; Mahmut T. Kandemir; Myoungsoo Jung (IISWC, 2017)

An In-Depth Performance Analysis of Many-Integrated Core for Communication Efficient Heterogeneous Computing. - Jie Zhang 048; Myoungsoo Jung (NPC, 2017)

Flashabacus: a self-governing flash-based accelerator for low-power systems. - Jie Zhang 048; Myoungsoo Jung (EuroSys, 2018)

CIAO: Cache Interference-Aware Throughput-Oriented Architecture and Scheduling for GPUs. - Jie Zhang 048; Shuwen Gao; Nam Sung Kim; Myoungsoo Jung (IPDPS, 2018)

Amber*: Enabling Precise Full-System Simulation with Detailed Modeling of All SSD Resources. - Donghyun Gouk; Miryeong Kwon; Jie Zhang 048; Sungjoon Koh; Wonil Choi; Nam Sung Kim; Mahmut T. Kandemir; Myoungsoo Jung (MICRO, 2018)

FlashShare: Punching Through Server Storage Stack from Kernel to Firmware for Ultra-Low Latency SSDs. - Jie Zhang 048; Miryeong Kwon; Donghyun Gouk; Sungjoon Koh; Changlim Lee; Mohammad Alian; Myoungjun Chun; Mahmut Taylan Kandemir; Nam Sung Kim; Jihong Kim 001; Myoungsoo Jung (OSDI, 2018)

SimpleSSD: Modeling Solid State Drives for Holistic System Simulation. - Myoungsoo Jung; Jie Zhang 048; Ahmed H. M. O. Abulila; Miryeong Kwon; Narges Shahidi; John Shalf; Nam Sung Kim; Mahmut T. Kandemir (IEEE Comput. Archit. Lett., 2018)

Enabling Realistic Logical Device Interface and Driver for NVM Express Enabled Full System Simulations. - Donghyun Gouk; Jie Zhang 048; Myoungsoo Jung (Int. J. Parallel Program., 2018)

ReveNAND: A Fast-Drift-Aware Resilient 3D NAND Flash Design. - Mustafa M. Shihab; Jie Zhang 048; Myoungsoo Jung; Mahmut T. Kandemir (ACM Trans. Archit. Code Optim., 2018)

FlashGPU: Placing New Flash Next to GPU Cores. - Jie Zhang 048; Miryeong Kwon; Hyojong Kim; Hyesoon Kim; Myoungsoo Jung (DAC, 2019)

FUSE: Fusing STT-MRAM into GPUs to Alleviate Off-Chip Memory Access Overheads. - Jie Zhang 048; Myoungsoo Jung; Mahmut T. Kandemir (HPCA, 2019)

Faster than Flash: An In-Depth Study of System Challenges for Emerging Ultra-Low Latency SSDs. - Sungjoon Koh; Junhyeok Jang; Changrim Lee; Miryeong Kwon; Jie Zhang 048; Myoungsoo Jung (IISWC, 2019)

Exploring Fault-Tolerant Erasure Codes for Scalable All-Flash Array Clusters. - Sungjoon Koh; Jie Zhang 048; Miryeong Kwon; Jungyeon Yoon; David Donofrio; Nam Sung Kim; Myoungsoo Jung (IEEE Trans. Parallel Distributed Syst., 2019)

Scalable Parallel Flash Firmware for Many-core Architectures. - Jie Zhang 048; Miryeong Kwon; Michael M. Swift; Myoungsoo Jung (FAST, 2020)

DRAM-Less: Hardware Acceleration of Data Processing with New Memory. - Jie Zhang 048; Gyuyoung Park; David Donofrio; John Shalf; Myoungsoo Jung (HPCA, 2020)

ZnG: Architecting GPU Multi-Processors with New Flash for Scalable Data Analysis. - Jie Zhang 048; Myoungsoo Jung (ISCA, 2020)

Data Direct I/O Characterization for Future I/O System Exploration. - Mohammad Alian; Yifan Yuan; Jie Zhang 048; Ren Wang 001; Myoungsoo Jung; Nam Sung Kim (ISPASS, 2020)

FastDrain: Removing Page Victimization Overheads in NVMe Storage Stack. - Jie Zhang 048; Miryeong Kwon; Sanghyun Han; Nam Sung Kim; Mahmut T. Kandemir; Myoungsoo Jung (IEEE Comput. Archit. Lett., 2020)

Errata to "Exploring Fault-Tolerant Erasure Codes for Scalable All-Flash Array Clusters". - Sungjoon Koh; Jie Zhang 048; Miryeong Kwon; Jungyeon Yoon; David Donofrio; Nam Sung Kim; Myoungsoo Jung (IEEE Trans. Parallel Distributed Syst., 2020)

Revamping Storage Class Memory With Hardware Automated Memory-Over-Storage Solution. - Jie Zhang 048; Miryeong Kwon; Donghyun Gouk; Sungjoon Koh; Nam Sung Kim; Mahmut Taylan Kandemir; Myoungsoo Jung (ISCA, 2021)

Ohm-GPU: Integrating New Optical Network and Heterogeneous Memory into GPU Multi-Processors. - Jie Zhang 048; Myoungsoo Jung (MICRO, 2021)

ScalaRAID: optimizing linux software RAID system for next-generation storage. - Shushu Yi; Yanning Yang; Yunxiao Tang; Zixuan Zhou; Junzhe Li; Chen Yue; Myoungsoo Jung; Jie Zhang 048 (HotStorage, 2022)

Survey on storage-accelerator data movement. - Zixuan Zhou; Shushu Yi; Jie Zhang 048 (CCF Trans. High Perform. Comput., 2022)

Experience Sharing: Research-Oriented Computing Education in Peking University. - Jie Zhang 048 (ACM TUR-C, 2023)

BcBench: Exploring Throughput Processor Designs based on Blockchain Benchmarking. - Xiurui Pan; Yue Chen; Shushu Yi; Jie Zhang 048 (SAC, 2023)

Intelligent SSD Firmware for Zero-Overhead Journaling. - Hanyeoreum Bae; Donghyun Gouk; Seungjun Lee; Jiseon Kim; Sungjoon Koh; Jie Zhang 048; Myoungsoo Jung (IEEE Comput. Archit. Lett., 2023)

LearnedFTL: A Learning-based Page-level FTL for Improving Random Reads in Flash-based SSDs. - Shengzhe Wang; Zihang Lin; Suzhen Wu; Hong Jiang 001; Jie Zhang 048; Bo Mao (CoRR, 2023)

A Survey on User-Space Storage and Its Implementations. - Junzhe Li; Xiurui Pan; Shushu Yi; Jie Zhang 048 (CoRR, 2023)

Achieving Near-Zero Read Retry for 3D NAND Flash Memory. - Min Ye; Qiao Li 001; Yina Lv; Jie Zhang 048; Tianyu Ren; Daniel Wen; Tei-Wei Kuo; Chun Jason Xue (ASPLOS (2), 2024)

StreamPIM: Streaming Matrix Computation in Racetrack Memory. - Yuda An; Yunxiao Tang; Shushu Yi; Li Peng; Xiurui Pan; Guangyu Sun 003; Zhaochu Luo; Qiao Li 001; Jie Zhang 048 (HPCA, 2024)

Midas Touch: Invalid-Data Assisted Reliability and Performance Boost for 3d High-Density Flash. - Qiao Li 001; Hongyang Dang; Zheng Wan; Congming Gao; Min Ye; Jie Zhang 048; Tei-Wei Kuo; Chun Jason Xue (HPCA, 2024)

LearnedFTL: A Learning-Based Page-Level FTL for Reducing Double Reads in Flash-Based SSDs. - Shengzhe Wang; Zihang Lin; Suzhen Wu; Hong Jiang 001; Jie Zhang 048; Bo Mao (HPCA, 2024)

BeaconGNN: Large-Scale GNN Acceleration with Out-of-Order Streaming In-Storage Computing. - Yuyue Wang 001; Xiurui Pan; Yuda An; Jie Zhang 048; Glenn Reinman (HPCA, 2024)

Flagger: Cooperative Acceleration for Large-Scale Cross-Silo Federated Learning Aggregation. - Xiurui Pan; Yuda An; Shengwen Liang; Bo Mao; Mingzhe Zhang; Qiao Li 001; Myoungsoo Jung; Jie Zhang 048 (ISCA, 2024)

NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering. - Zhe Zhou 002; Yiqi Chen; Tao Zhang 032; Yang Wang 053; Ran Shu 001; Shuotao Xu; Peng Cheng 005; Lei Qu; Yongqiang Xiong; Jie Zhang 048; Guangyu Sun 003 (MICRO, 2024)

Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM. - Zhongkai Yu; Shengwen Liang; Tianyun Ma; Yunke Cai; Ziyuan Nan; Di Huang; Xinkai Song; Yifan Hao 001; Jie Zhang 048; Tian Zhi; Yongwei Zhao; Zidong Du; et al. (MICRO, 2024)

BIZA: Design of Self-Governing Block-Interface ZNS AFA for Endurance and Performance. - Shushu Yi; Shaocong Sun; Li Peng; Yingbo Sun; Ming-Chang Yang; Zhichao Cao 002; Qiao Li 001; Myoungsoo Jung; Ke Zhou 001; Jie Zhang 048 (SOSP, 2024)

SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation. - Yifan Xiong 001; Yuting Jiang; Ziyue Yang; Lei Qu; Guoshuai Zhao; Shuguang Liu; Dong Zhong; Boris Pinzur; Jie Zhang 048; Yang Wang 053; Jithin Jose; Hossein Pourreza; et al. (USENIX ATC, 2024)

ScalaCache: Scalable User-Space Page Cache Management with Software-Hardware Coordination. - Li Peng; Yuda An; You Zhou; Chenxi Wang; Qiao Li 001; Chuanning Cheng; Jie Zhang 048 (USENIX ATC, 2024)

ScalaAFA: Constructing User-Space All-Flash Array Engine with Holistic Designs. - Shushu Yi; Xiurui Pan; Qiao Li 001; Qiang Li; Chenxi Wang; Bo Mao; Myoungsoo Jung; Jie Zhang 048 (USENIX ATC, 2024)

Anubis: Towards Reliable Cloud AI Infrastructure via Proactive Validation. - Yifan Xiong 001; Yuting Jiang; Ziyue Yang; Lei Qu; Guoshuai Zhao; Shuguang Liu; Dong Zhong; Boris Pinzur; Jie Zhang 048; Yang Wang 053; Jithin Jose; Hossein Pourreza; et al. (CoRR, 2024)

InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference. - Xiurui Pan; Endian Li; Qiao Li 001; Shengwen Liang; Yizhou Shan; Ke Zhou 001; Yingwei Luo; Xiaolin Wang 001; Jie Zhang 048 (CoRR, 2024)

Characterizing and Optimizing LDPC Performance on 3D NAND Flash Memories. - Qiao Li 001; Yu Chen; Guanyu Wu; Yajuan Du; Min Ye; Xinbiao Gan; Jie Zhang 048; Zhirong Shen; Jiwu Shu; Chun Xue 001 (ACM Trans. Archit. Code Optim., 2024)

Extremely-Compressed SSDs with I/O Behavior Prediction. - Xiangyu Yao; Qiao Li 001; Kaihuan Lin; Xinbiao Gan; Jie Zhang 048; Congming Gao; Zhirong Shen; Quanqing Xu; Chuanhui Yang; Jason Xue 001 (ACM Trans. Storage, 2024)

Daredevil: Rescue Your Flash Storage from Inflexible Kernel Storage Stack. - Junzhe Li; Ran Shu 001; Jiayi Lin 007; Qingyu Zhang; Ziyue Yang; Jie Zhang 048; Yongqiang Xiong; Chenxiong Qian (EuroSys, 2025)

SPDK+: Low Latency or High Power Efficiency? We Take Both. - Endian Li; Shushu Yi; Li Peng; Qiao Li 001; Diyu Zhou; Zhenlin Wang; Xiaolin Wang 001; Bo Mao; Yingwei Luo; Ke Zhou 001; Jie Zhang 048 (HotStorage, 2025)

InstAttention: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference. - Xiurui Pan; Endian Li; Qiao Li 001; Shengwen Liang; Yizhou Shan; Ke Zhou 001; Yingwei Luo; Xiaolin Wang 001; Jie Zhang 048 (HPCA, 2025)

NeuVSA: A Unified and Efficient Accelerator for Neural Vector Search. - Ziming Yuan; Lei Dai; Wen Li; Jie Zhang 048; Shengwen Liang; Ying Wang 001; Cheng Liu 008; Huawei Li 001; Xiaowei Li 001; Jiafeng Guo; Peng Wang 037; Renhai Chen; et al. (HPCA, 2025)

XHarvest: Rethinking High-Performance and Cost-Efficient SSD Architecture with CXL-Driven Harvesting. - Li Peng; Wenbo Wu; Shushu Yi; Xianzhang Chen; Chenxi Wang; Shengwen Liang; Zhe Wang 017; Nong Xiao 001; Qiao Li 001; Mingzhe Zhang; Jie Zhang 048 (ISCA, 2025)

ArtMem: Adaptive Migration in Reinforcement Learning-Enabled Tiered Memory. - Xinyue Yi; Hongchao Du; Yu Wang 002; Jie Zhang 048; Qiao Li 001; Chun Jason Xue (ISCA, 2025)

Memory Offloading for Large Language Model Inference with Latency SLO Guarantees. - Chenxiang Ma; Zhisheng Ye 002; Hanyu Zhao; Zehua Yang; Tianhao Fu; Jiaxun Han; Jie Zhang 048; Yingwei Luo; Xiaolin Wang 001; Zhenlin Wang; Yong Li; Diyu Zhou (CoRR, 2025)

FPGA-based Emulation and Device-Side Management for CXL-based Memory Tiering Systems. - Yiqi Chen; Xiping Dong; Zhe Zhou 002; Zhao Wang; Jie Zhang 048; Guangyu Sun 003 (CoRR, 2025)