【详细信息】

yl8cc永利官网副教授，重庆大学博士，匹兹堡大学联培博士生，清华大学博士后。中国计算机学会（CCF）会员，CCF信息存储技术专委会和体系结构专委会委员，国际电子工程师学会（IEEE）会员，CCF厦门YOCSEF AC委员。

研究领域包括智能存储系统、存算融合、非易失存储器、机器学习与系统优化等。主持了国家自然科学青年基金、中国博士后科学基金面上资助、中国博士后科学基金特别资助以及多项企业合作项目等。参与国家重点研发计划重点专项项目、国家863课题项目以及国家自然科学基金等多个项目。先后在国际期刊和会议上发表论文40余篇，授权/申请专利20余项。曾获2024年IEEE NVMSA最佳论文奖、2024年ACM SIGCSE中国新星奖、2019年/2020年阿里云-CCF信息存储专委会优秀论文奖、重庆市优秀博士学位论文奖、厦门市高层次人才、yl8cc永利官网南强青年拔尖人才支持计划等。担任IEEE TC, IEEE TPDS, IEEE TCAD, IEEE TKDE，ACM TOS, ACM TODAES等期刊评审专家，担任ASP-DAC'25, HPCC'24, NAS'24, ChinaSys'23, ICPADS'23等学术会议程序委员会成员。

【部分成果】

会议论文：

(C1) Jian Chen, Congming Gao*, Youyou Lu, Yuhao Zhang and Jiwu Shu*. "Ares-Flash: Efficient Parallel Integer Arithmetic Operations Using NAND Flash Memory" (The 57th IEEE/ACM International Symposium on Microarchitecture, MICRO'24, November 2024.) (CCF-A)

(C2) Yumiao Zhao, Jiancong Zheng, Gangyong Jia, Liang Shi and Congming Gao*. "Hook: A Pattern Locality Guided Prefetch with Enhanced Read Performance for Hybrid SSDs" (The 13th IEEE Non-Volatile Memory Systems and Applications Symposium, NVMSA'24, August 2024.) (Best Paper Award)

(C3) Qiao Li, Hongyang Dang, Zheng Wan, Congming Gao*, Min Ye, Jie Zhang, Tei-Wei Kuo and Chun Jason Xue. "Midas Touch: Invalid-Data Assisted Reliability and Performance Boost for 3D High-Density Flash" (The IEEE International Symposium on High-Performance Computer Architecture, HPCA'24, March 2024.) (CCF-A)

(C4) Mengquan Li, Chao Wu, Congming Gao, Cheng Ji and Kenli Li. "RLAlloc: A Deep Reinforcement Learning-Assisted Resource Allocation Framework for Enhanced Both I/O Throughput and QoS Performance of Multi-Streamed SSDs" (The Design Automation Conference, DAC'23, July 2023.) (CCF-A)

(C5) Yina Lv, Liang Shi, Qiao Li, Congming Gao, Yunpeng Song, Longfei Luo, Youtao Zhang. "MGC: Multiple-Gray-Code for 3D NAND Flash based High-Density SSDs" (The 29th IEEE International Symposium on High-Performance Computer Architecture, HPCA'23, March 2023.) (CCF-A)

(C6) Congming Gao, Xin Xin, Youyou Lu, Youtao Zhang, Jun Yang and Jiwu Shu. "ParaBit: Processing Parallel Bitwise Operations in NAND Flash Memory based SSDs" (The 54st Annual IEEE/ACM International Symposium on Microarchitecture, MICRO'21, October 2021.) (CCF-A)

(C7) Cheng Ji, Li-Pin Chang, Riwei Pan, Chao Wu, Congming Gao, Liang Shi, Tei-Wei Kuo and Chun Jason Xue. "Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices" (The 19th USENIX Conference on File and Storage Technologies, FAST'21, February 2021.) (CCF-A)

(C8) Congming Gao, Min Ye, Qiao Li, Chun Jason Xue, Youtao Zhang, Liang Shi and Jun Yang. "Constructing Large, Durable and Fast SSD System via Reprogramming 3D TLC Flash Memory" (The 52nd IEEE/ACM International Symposium on Microarchitecture, MICRO'19, October 2019.) (CCF-A)

期刊论文：

(J1) Zhenhua Tan, Linbo Long, Jingcheng Shen, Renping Liu, Congming Gao, Kan Zhong and Yi Jiang, “Optimizing Garbage Collection for ZNS SSDs via In-storage Data Migration and Address Remapping”. (ACM Transactions on Architecture and Code Optimization, August 2024.) (CCF-A)

(J2) Xiangyu Yao, Qiao Li, Kaihuan Li, Xinbiao Gan, Jie Zhang, Congming Gao, Zhirong Shen, Quanqing Xu, Chuanhui Yang, Chun Jason Xue, “Extremely-Compressed SSDs with I/O Behavior Prediction”. (ACM Transactions on Storage, July 2024.) (CCF-A)

(J3) Tianmeng Zhang, Renhui Chen, Zijing Li, Congming Gao*, Chengke Wang, Jiwu Shu, “Design and Implementation of Deduplication on F2FS”. (ACM Transactions on Storage, March 2024.) (CCF-A)

(J4) Linbo Long, Shuiyong He, Jingchen Shen, Renping Liu, Zhenhua Tan, Congming Gao, Duo Liu, Yi Jiang, “WA-Zone: Wear-Aware Zone Management Optimization for LSM-Tree on ZNS SSDs”. (ACM Transactions on Architecture and Code Optimization, December 2023.) (CCF-A)

(J5) Linbo Long, Jinpeng Huang, Congming Gao*, Duo Liu, Renping Liu, Yi Jiang, “ADAR: Application-specific Data Allocation and Reprogramming Optimization for 3D TLC Flash Memory”. (IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, September 2022.) (CCF-A)

(J6) Congming Gao, Min Ye, Chun Jason Xue, Youtao Zhang, Liang Shi, Jiwu Shu and Jun Yang, “Reprogramming 3D TLC Flash Memory based Solid State Drives”. (ACM Transactions on Storage, January 2022.) (CCF-A)

(J7) Congming Gao, Liang Shi, Kai Liu, Chun Jason Xue, Jun Yang and Youtao Zhang, “Boosting the Performance of SSDs via Fully Exploiting the Plane Level Parallelism”. (IEEE Transactions on Parallel and Distributed Systems, April 2020.) (CCF-A)

(J8) Congming Gao, Liang Shi, Qiao Li, Kai Liu, Chun Jason Xue, Jun Yang and Youtao Zhang, “Aging Capacitor Supported Cache Management Scheme for Solid State Drivers”. (IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, October 2019.) (CCF-A)

(J9) Chao Wu, Cheng Ji, Qiao Li, Congming Gao, Riwei Pan, Chenchen Fu, Liang Shi and Chun Jason Xue, “Maximizing I/O Throughput and Minimizing Performance Variation via Reinforcement Learning based I/O Merging for SSDs”. (IEEE Transactions on Computers, August 2019.) (CCF-A)

(J10) Yejia Di, Liang Shi, Congming Gao, Qiao Li, Chun Jason Xue and Kaijie Wu, “Minimizing Retention Induced Refresh Through Exploiting Process Variation of Flash Memory”. (IEEE Transactions on Computers, July 2018.) (CCF-A)

(J11) Qiao Li, Liang Shi, Congming Gao, Yejia Di, Chun Jason Xue. "Access Characteristic Guided Read and Write Regulation on Flash based Storage Systems". (IEEE Transactions on Computers, May 2018.) (CCF-A)

(J12) Congming Gao, Liang Shi, Cheng Ji, Yejia Di, Kaijie Wu, Chun Jason Xue and Edwin H.-M. Sha. "Exploiting Parallelism for Access Conflict Minimization in Flash-based Solid State Drives". (IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, April 2017.) (CCF-A)

(J13) Congming Gao, Edwin H.-M. Sha, Liang Shi, Kaijie Wu, Mengying Zhao and Chun Jason Xue. "Asymmetric Error Rates of Cell States Exploration for Performance Improvement on Flash Memory based Storage Systems". (IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, October 2016.) (CCF-A)

【主持项目】

1. 国家自然科学青年基金项目 在研

2. 华为合作科研项目（LLM长序列生成） 在研

3. 电网合作科研项目（异常识别加速） 在研

4. 字节合作科研项目（容器镜像重删） 在研

5. 华为合作科研项目（NUMA数据调度）结题

6. 华为合作科研项目（高效存储空间复用） 结题

7. 中国博士后科学基金特别资助 结题

8. 中国博士后科学基金面上项目 结题