Zhaoyan Shen 申兆岩 博士，教授，山东省青年泰山学者 山东大学，计算机科学与技术学院 体系结构与嵌入式研究中心 主页: https://zyshen00.git.io/ 电邮: shenzhaoyan@sdu.edu.cn 地址: 山东省青岛市即墨滨海路72号山东大学N3楼414, 邮编266200

个人简介

申兆岩分别于2012年和2015年于山东大学获得学士和硕士学位。2018年于香港理工大学获博士学位 (导师：邵子立)，同年加入山东大学，现任山东大学计算机科学与技术学院教授。2024年入选山东省青年泰山学者计划。 主要研究方向为大数据存储架构、新型存算融合架构、区块链存储等。近五年来，以第一作者/通讯作者在CCF-A类会议及期刊发表论文20余篇（如 FAST、SIGMOD、VLDB、ICDE、DAC等）， CCF-B类论文10余篇（如ICDCS、LCTES、ICCAD等），主编教材《计算机系统基础与实践》一本，授权专利10余项。获得NVMSA 2017，2018，ICCD 2021最佳论文提名奖，ICESS 2020最佳论文奖，获得华为“火花奖”和ACM SIGAPP2021新星奖，担任DAC、ASP-DAC 和TC、TPDS、TCAD等多个国际会议和期刊的审稿人。相关研究获得国家基金委青年、面上、重大研究计划和山东省重点研发计划等项目的支持，取得科技成果转化两项，相关成果在教育、公安、工业等行业展开推广应用，产生良好的经济效益。

招收学生

Recent News

• "ASHL: An Adaptive Multi-stage Distributed Deep Learning Training Scheme for Heterogeneous Environments" got accepted in IEEE TC (CCF-A)
• "Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives" got accepted in PVLDB 2024 (CCF-A)
• "ChainKV: A Semantics-Aware Key-Value Store for Ethereum" got accepted in SIGMOD 2024 (CCF-A)
• "Runtime Row/Column Activation Pruning for ReRAM-based Processing-in-Memory DNN Accelerators" got accepted in ICCAD 2023 (CCF-B)
• "Reinforcement Learning-Assisted Management for Convertible SSDs" got accepted in DAC 2023 (CCF-A)
• "A Multi-Agent Reinforcement Learning-Assisted Cache Cleaning Scheme for DM-SMR" got accepted in TCAD 2023 (CCF-A)
• "Co-Mining: Re-LSM: A ReRAM-Based Processing-in-Memory Framework for LSM-Based Key-Value Store" got accepted in ICCAD 2022 (CCF-B)
• Glad to receive the CCF-Huawei Huyanglin project（CCF-华为胡杨林存储专项基金）
• "Removing Double-Logging with Passive Data Persistence in LSM-tree based Relational Databases" got accepted in FAST 2022 (CCF-A)

学习与工作经历

• 山东大学，教授 (2023.09 - 至今)
• 山东大学，副教授 (2020.09 - 2023.08)
• 山东大学，预聘制助理教授 (2018.08 - 2020.08)
• 香港理工大学，计算机系，博士学位 (2015.09 - 2018.08)
  

• 山东大学，计算机技术，硕士学位 (2012.09 - 2015.08)
  

• 山东大学，计算机科学与技术学院，学士学位 (2008.09 - 2012.07)
  

部分论文

会议论文：

1. Kecheng Huang, Zhaoyan Shen*, Zili Shao, Tong Zhang and Feng Chen, Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives, International Conference on Very Large Databases (VLDB 2024), Guangzhou, China, August 25-29, 2024.
2. Zehao Chen, Bingzhe Li, Xiaojun Cai, Zhiping Jia, Lei Ju, Zili Shao, Zhaoyan Shen*: ChainKV: A Semantics-Aware Key-Value Store for Ethereum, in 2024 ACM SIGMOD/PODS Conference, Santiago, Chile, June 9 - June 15, CCF-A (SourceCode)
3. Qian Wei, Yi Li, Zhiping Jia, Mengying Zhao, Zhaoyan Shen *, Bingzhe Li: Reinforcement Learning-Assisted Management for Convertible SSDs, in the 60th Design Automation Conference (DAC), San Francisco, CA, June 9 - 13, (2023), CCF-A
4. Qian Wei, Zhaoyan Shen *, Yiheng Tong, Zhiping Jia, Lei Ju, Jiezhi Chen, Bingzhe Li: Re-LSM: A ReRAM-Based Processing-in-Memory Framework for LSM-Based Key-Value Store, in IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Virtual, Otc. 30 - Nov. 3, (2022), (2022), CCF-B
5. Tianyu Wang, Zhaoyan Shen *, Zili Shao: Co-Mining: A Processing-in-Memory Assisted Framework for Memory-Intensive PoW Acceleration, in Languages, Compilers, Tools and Theory of Embedded Systems (LCTES), San Diego, California, USA, June 13 - 17, (2022), (SourceCode), (2022), CCF-B
6. Kecheng Huang, Zhaoyan Shen *, Zhiping Jia, Zili Shao, Feng Chen: Removing Double-Logging with Passive Data Persistence in LSM-tree based Relational Databases, in 20th USENIX Conference on File and Storage Technologies (FAST), Santa Clara, CA, USA, February 22 - 24, (SourceCode), (2022), CCF-A
7. Kecheng Huang, Zhiping Jia Zhaoyan Shen *, Zili Shao, Feng Chen: Less is More: De-amplifying I/Os for Key-value Stores with a Log-assisted LSM-tree, in the 37th IEEE International Conference on Data Engineering (ICDE), (SourceCode), (2021), CCF-A
8. Yungang Pan, Zhiping Jia, Zhaoyan Shen *, Bingzhe Li, Wanli Chang, Zili Shao: Reinforcement Learning-Assisted Cache Cleaning to Mitigate Long-Tail Latency in DM-SMR, in the 57th Design Automation Conference (DAC), San Francisco, CA, December 5 - 9, (SourceCode), (2021), CCF-A
9. Yuhao Zhang, Zhiping Jia, Yungang Pan, Hongchao Du, Zhaoyan Shen *, Mengying Zhao, Zili Shao: PattPIM: A Practical ReRAM-Based DNN Accelerator by Reusing Weight Pattern Repetitions, in the 57th Design Automation Conference (DAC), San Francisco, CA, July 19-23 (2020), CCF-A
10. Zhaoyan Shen, Feng Chen, Gala Yadgar, Zili Shao : One Size Never Fits All: A Flexible Storage Interface for SSDs, in IEEE International Conference on Distributed Computing Systems (ICDCS), Texas, USA, July 7-9, (2019), CCF-B
11. Zhaoyan Shen , Feng Chen, Yichen Jia, Zili Shao: DIDACache: A Deep Integration of Device and Application for Flash Based Key-Value Caching, in 15th USENIX Conference on File and Storage Technologies (FAST), Santa Clara, CA, USA, February 27 - March 2, (2017)

 

 

期刊论文：

1. Zhaoyan Shen*, Qingxiang Tang, Tianren Zhou, Yuhao Zhang, Zhiping Jia, Dongxiao Yu, Zhiyong Zhang, Bingzhe Li: ASHL: An Adaptive Multi-stage Distributed Deep Learning Training Scheme for Heterogeneous Environments. IEEE Transactions on Computers (TC), Accepted (2023)， CCF-A
2. Tianyu Wang, Zizhan Chen, Wenbin Zhu, Qian Wei, Zhaoyan Shen*, Zili Shao: A Bloom-filter-based Unique Address Checking Approach for DAG-based Blockchain Systems. IEEE Transactions on CAD of Integrated Circuits and Systems (TCAD), Accepted (2023)， CCF-A
3. Zhaoyan Shen, Yuhan Yang, Yungang Pan, Yuhao Zhang, Zhiping Jia, Xiaojun Cai, Bingzhe Li, Zili Shao: A Multi-Agent Reinforcement Learning-Assisted Cache Cleaning Scheme for DM-SMR. IEEE Transactions on CAD of Integrated Circuits and Systems (TCAD), Accepted (2022)， CCF-A
4. Qian Wei, Bingzhe Li, Wanli Chang, Zhiping Jia, Zhaoyan Shen*, Zili Shao: A Survey of Blockchain Data Management Systems, accepted in ACM Transactions on Embedded Computing Systems (TECS), (2021), CCF-B
5. Zhaoyan Shen, Feng Chen, Gala Yadgar, Zhiping Jia, Zili Shao: Prism-SSD: A Flexible Storage Interface for SSDs. IEEE Transactions on CAD of Integrated Circuits and Systems (TCAD), Accepted (2021)， CCF-A
6. Yuhao Zhang, Zhiping Jia, Hongchao Du, Runzhen Xue, Zhaoyan Shen *, Zili Shao: A Practical Highly Paralleled ReRAM-based DNN Accelerator by Reusing Weight Pattern Repetitions. IEEE Transactions on CAD of Integrated Circuits and Systems (TCAD), Accepted (2021)， CCF-A
7. Zhaoyan Shen, Han Lei, Chenlin Ma, Zhiping Jia, Zili Shao: Leveraging the Interplay of RAID and SSD for Lifetime Optimization of Flash-based SSD RAID. IEEE Transactions on CAD of Integrated Circuits and Systems (TCAD), Accepted (2020)， CCF-A
8. Zhaoyan Shen, Han Lei, Renhai Chen, Chenlin Ma, Zhiping Jia, Zili Shao: An Efficient Directory Entry Lookup Cache with Prefix-Awareness for Mobile Devices. IEEE Transactions on CAD of Integrated Circuits and Systems (TCAD), Accepted (2020)， CCF-A
9. Zhaoyan Shen, Yuanjing Shi, Zili Shao, Yong Guan: An Efficient LSM-tree-based SQLite-like Database Engine for Mobile Devices, IEEE Transactions on CAD of Integrated Circuits and Systems (TCAD), 38(9) (2019), CCF-A
10. Zhaoyan Shen, Feng Chen, Yichen Jia, Zili Shao: DIDACache: An Integration of Device and Application for Flash-based Key-value Caching, ACM Transactions on Storage (TOS), 14(3) (2019), CCF-A

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* 通讯作者

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