Zhaoyan Shen 申兆岩 Ph.D., Professor School of Computer Science and Technology, Shandong University Computer Architecture & Embedded System Research Center Homepage: https://zyshen00.git.io/ Email: shenzhaoyan@sdu.edu.cn Address: Room 414-4, N3 Building, No. 72, Binhai Road, Jimo District, Qingdao, Shandong, 266200, China

Bio

Recent News

• "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)

Studying & Working Experience

• Shandong University， Professor (2023.09 - now)
• Shandong University，Associate Professor (2020.09 - 2023.08)
• Shandong University，Assistant Professor (2018.08 - 2020.08)
• The HongKong Polytechnic University, Computing, PhD (2015.09 - 2018.08)
  

• Shandong University，Computer Technology, Master (2012.09 - 2015.08)
  

• Shandong University，School of Computer Science and Technology，Bachelor (2008.09 - 2012.07)
  

Publications

Conference Papers

1. 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)
2. Xikun Jiang, Zhaoyan Shen *, Siqing Sun, Ping Yin, Zhiping Jia, Lei Ju, Zhiyong Zhang, Dongxiao Yu: Runtime Row/Column Activation Pruning for ReRAM-based Processing-in-Memory DNN Accelerators, in IEEE/ACM International Conference on Computer-Aided Design (ICCAD), San Francisco, California, October 29 - November 2, (2023), CCF-B
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. Zizhan Chen, Siqi Shang, Qihong Wu, Zhaoyan Shen *, Zili Shao: An Old Friend Is Better Than Two New Ones: Dual-Screen Android, in Languages, Compilers, Tools and Theory of Embedded Systems (LCTES), San Diego, California, USA, June 13 - 17, (2022), (SourceCode), (2022), CCF-B
7. Yi Zheng, Joshua Fixelle, Nagadastagiri Challapalle, Pingyi Huo, Vijaykrishnan Narayanan, Zili Shao, Mircea R. Sta, Zhaoyan Shen : ISKEVA: In-SSD Key-Value Database Engine for Video Analytics Applications, in Languages, Compilers, Tools and Theory of Embedded Systems (LCTES), San Diego, California, USA, June 13 - 17, (2022), CCF-B
8. 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
9. Zehao Chen, Bingzhe Li, Xiaojun Cai, Zhiping Jia, Zhaoyan Shen , Yi Wang and Zili Shao: Block-LSM: An Ethereum-aware Block-ordered LSM-tree based Key-Value Storage Engine, in IEEE International Conference on Computer Design (ICCD) (Best Papers Normination), (SourceCode), (2021), CCF-B
10. Kecheng Huang, Zhiping Jia Zhaoyan Shen * , Zili Shao, Feng Chen: Less is More: De-amplifying I/Os for Key-valueStores with a Log-assisted LSM-tree, in the 37th IEEE International Conference on Data Engineering (ICDE), (SourceCode), (2021), CCF-A
11. 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
12. Tianyu Wang, Qi Wang, Zhaoyan Shen, Zhiping Jia, Zili Shao: Understanding Intrinsic Characteristics and System Implications of DAG-based Blockchain, in the International Conference on Embedded Software and Systems (ICESS 2020), Virtual Conference, December 10-11, (SourceCode), 2020 (The Best Paper Award).
13. Tianyu Wang, Wenbin Zhu, Qun Ma, Zhaoyan Shen ,Zili Shao: ABACUS: Address-partitioned Bloom filter on Address Checking for UniquenesS in IoT Blockchain, published in IEEE/ACM International Conference on Computer-Aided Design (ICCAD), (SourceCode), (2020), CCF-B
14. 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
15. Bing Liu, Zhaoyan Shen, Zhiping Jia, Xiaojun Cai: Optimizing Motion Estimation with an ReRAM-Based PIM Architecture, in 15th International Conference of Wireless Algorithms, Systems, and Applications (WASA), Qingdao, China, September 13-15 (2020), CCF-C
16. Yungang Pan, Ke Liu, Zhaoyan Shen*, Xiaojun Cai, Zhiping Jia: Sequence-to-Sequence Learning with Conditional GAN for Power Disaggregation. in the 45th International Conference on Acoustics, Speech, and Signal Processing, Virtual On-line, May 4-8 (2020), CCF-B
17. Qian Wang, Tianyu Wang, Zhaoyan Shen *, Zhiping Jia, Zili Shao: Re-Tangle: ReRAM-based Processing-in-Memory Architecture for Transaction-based Blockchain, in IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Colorado, USA, Nov. 4-7, (2019), CCF-B
18. 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
19. Lei Han, Bin Xiao, Xuwei Dong, Zhaoyan Shen *, Zili Shao: DS-Cache: A Refined Directory Entry Lookup Cache with Prefix-Awareness for Mobile Devices, in Design, Automation and Test in Europe Conference and Exposition (DATE' 2019), Florence, Italy, Mar. 25-29, (2019), CCF-B
20. 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)
21. Zhaoyan Shen , Feng Chen, Yichen Jia, Zili Shao: Optimizing Flash-based Key-value Cache Systems, in 8th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage), Denver, CO, USA, June 20-21, (2016)

 

 

Journal Papers

1. 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
2. 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
3. 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
4. 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
5. 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
6. 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
7. Qian Wang, Zhiping Jia, Tianyu Wang, Zhaoyan Shen*, Mengying Zhao, Renhai Chen, Zili Shao: A Highly Parallelized PIM-based Accelerator for Transaction-based Blockchain in IOT Environment. IEEE Internet of Things Journal (IOT), Accepted (2020)，JCR Q1
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
11. Zhaoyan Shen,Zhijian He, Shuai Li, Qixin Wang, Zili Shao, A Multi-Quadcopter Cooperative Cyber-Physical System for Timely Air Pollution Localization, ACM Transactions on Embedded Computing Systems (TECS), 16(3), 2017, CCF-B

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* Correesponding Author

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