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

Zhaoyan Shen received the B.E. and M.E. degrees in Computer Science and Technology from Shandong University in 2012 and 2015 respectively. Zhaoyan Shen received the Ph.D. degree in Computer Science from the Hong Kong Polytechnic University in 2018. He joined the Department of Computer Science and Technology in Shandong University in 2018, where he is currently an Professor. He is the recipient of the Young Scholars Future Program of Shandong University in 2019. His current research areas are computer architecture, big data storage architecture, new non volatile memory, intelligent cloud gateway, and blockchain storage. His research works have been published in top academic conferences, such as USENIX Conference on File and Storage Technologies (FAST), International Conference on Data Engineering (ICDE), Design Automation Conference (DAC) International Conference on Distributed Computing Systems (ICDCS), IEEE/ACM International Conference on Comput er Aided Design (ICCAD), etc., and published in top journals, such as ACM Transactions on storage (TOS), IEEE Transactions on computer aided design of Integrated Circuits and Systems (TCAD), ACM Transactions on Embedded Computing Systems (TECS), etc. He has served as a reviewer for the journals: IEEE Transactions on Computer (TC), IEEE Transactions on computer aided design of Integrated Circuits and Systems (TCAD), ACM Transactions on Embedded Computing Systems (TECS), Journal of Systems Architecture (JSA).

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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