"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
DBLP: https://dblp.org/pers/s/Shen:Zhaoyan.html
会议论文:
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.
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)
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
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
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
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
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
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
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
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
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:
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
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
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
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
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
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
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
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
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
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