Yu-Pei Liang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 35

Top Topics

Storage Systems

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Yu-Pei Liang, Chen-Ming Chang, Ching-Che Chung
Implementation of Lightweight Convolutional Neural Networks with an Early Exit Mechanism Utilizing 40 nm CMOS Process for Fire Detection in Unmanned Aerial Vehicles. Sensors 24 (7) (2024)
Yi-Syuan Lin, Yu-Pei Liang, Yuan-Hao Chang, Wei-Kuan Shih, Wen Sheng Lim
Bridging DNA Storage and Computation: An Integrated Framework for Efficient Biomolecular Data Management. SAC (2024)
Shang-Hung Ti, Tseng-Yi Chen, Tsung Tai Yeh, Shuo-Han Chen, Yu-Pei Liang
OC-DLRM: Minimizing the I/O Traffic of DLRM Between Main Memory and OCSSD. DATE (2024)
Yu-Pei Liang, Yao-Shun Hsu, Ching-Che Chung
A Low-Power Hierarchical CNN Hardware Accelerator for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Kai-Ting Weng, Yun-Shan Hsieh, Yen-Ting Chen, Yu-Pei Liang, Yuan-Hao Chang, Po-Chun Huang, Wei-Kuan Shih
HF-Dedupe: Hierarchical Fingerprint Scheme for High Efficiency Data Deduplication on Flash-based Storage Systems. ICCAD (2023)
Ching-Che Chung, Yu-Pei Liang, Hong-Jin Jiang
CNN Hardware Accelerator for Real-Time Bearing Fault Diagnosis. Sensors 23 (13) (2023)
Syue-Wei Lu, Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Kang Wang, Tseng-Yi Chen, Wei-Kuan Shih
Skyrmion Vault: Maximizing Skyrmion Lifespan for Enabling Low-Power Skyrmion Racetrack Memory. ASP-DAC (2023)
Ching-Che Chung, Yu-Pei Liang, Jo-Chen Huang
Lightweight CNN hardware accelerator using the ternary quantization method for fault diagnosis of CNC machinery. ICCE-Taiwan (2023)
Yi-Syuan Lin, Yu-Pei Liang, Yu-Shan Yen, Yen-Ting Chen, Wei-Kuan Shih, Yuan-Hao Chang
Adaptive Mode-Switching for Write-amplification Reduction of SMR Disks. ISOCC (2023)
Yu-Pei Liang, Ming-You Hung, Ching-Che Chung
A Multiplier-Free Convolution Neural Network Hardware Accelerator for Real-Time Bearing Condition Detection of CNC Machinery. Sensors 23 (23) (2023)
Yi-Han Lien, Yen-Ting Chen, Yuan-Hao Chang, Yu-Pei Liang, Wei-Kuan Shih
FSIMR: File-system-aware Data Management for Interlaced Magnetic Recording. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Yong-Cheng Liaw, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang
Sky-NN: Enabling Efficient Neural Network Data Processing with Skyrmion Racetrack Memory. ISLPED (2023)
Yen-Ting Chen, Han-Xiang Liu, Yuan-Hao Chang, Yu-Pei Liang, Wei-Kuan Shih
SACS: A Self-Adaptive Checkpointing Strategy for Microkernel-Based Intermittent Systems. ISLPED (2022)
Yi-Syuan Lin, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Hsin-Wen Wei, Wei-Kuan Shih
How to Enable Index Scheme for Reducing the Writing Cost of DNA Storage on Insertion and Deletion. ACM Trans. Embed. Comput. Syst. 21 (3) (2022)
Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Yi-Da Huang, Wei-Kuan Shih
Planting Fast-Growing Forest by Leveraging the Asymmetric Read/Write Latency of NVRAM-Based Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (10) (2022)
Yu-Cheng Lin, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Wei-Kuan Shih
On Minimizing the Read Latency of Flash Memory to Preserve Inter-Tree Locality in Random Forest. ICCAD (2022)
Hung-Yu Lin, Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Tseng-Yi Chen, Wei-Kuan Shih
Minimizing Age-of-Information of NVRAM-based Intermittent Systems. NVMSA (2022)
Ya-Hui Yang, Yu-Pei Liang, Cheng-Hsiang Tseng, Shuo-Han Chen
Exploring Skyrmion Racetrack Memory for High Performance Full-Nonvolatile FTL. NVMSA (2021)
Ping-Xiang Chen, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Wei-Kuan Shih
Facilitating the Efficiency of Secure File Data and Metadata Deletion on SMR-based Ext4 File System. ASP-DAC (2021)
Chih-Hsuan Chen, Shuo-Han Chen, Yu-Pei Liang, Tseng-Yi Chen, Tsan-sheng Hsu, Hsin-Wen Wei, Wei-Kuan Shih
Facilitating external sorting on SMR-based large-scale storage systems. Future Gener. Comput. Syst. 116 (2021)
Yu-Pei Liang, Yung-Han Hsu, Tseng-Yi Chen, Shuo-Han Chen, Hsin-Wen Wei, Tsan-sheng Hsu, Wei-Kuan Shih
Eco-feller: Minimizing the Energy Consumption of Random Forest Algorithm by an Eco-pruning Strategy over MLC NVRAM. DAC (2021)
Yu-Pei Liang, Yu-Ting Fang, Shuo-Han Chen, Yen-Ting Chen, Tseng-Yi Chen, Wei-Lin Wang, Wei-Kuan Shih, Yuan-Hao Chang
Brief Industry Paper: An Energy-Reduction On-Chip Memory Management for Intermittent Systems. RTAS (2021)
I-Ju Wang, Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Bo-Jun Chen, Hsin-Wen Wei, Wei-Kuan Shih
Enabling Write-Reduction Multiversion Scheme With Efficient Dual-Range Query Over NVRAM. IEEE Trans. Very Large Scale Integr. Syst. 29 (6) (2021)
Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Hsin-Wen Wei, Wei-Kuan Shih
B*-Sort: Enabling Write-Once Sorting for Nonvolatile Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Hsin-Wen Wei, Wei-Kuan Shih
Boosting the Profitability of NVRAM-based Storage Devices via the Concept of Dual-Chunking Data Deduplication. ASP-DAC (2020)
Yi-Jing Chuang, Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Hsin-Wen Wei, Wei-Kuan Shih
DSTL: A Demand-Based Shingled Translation Layer for Enabling Adaptive Address Mapping on SMR Drives. ACM Trans. Embed. Comput. Syst. 19 (4) (2020)
Yu-Pei Liang, Tseng-Yi Chen, Ching-Ho Chi, Hsin-Wen Wei, Wei-Kuan Shih
-tree-based Data Management Scheme for Key-value Store over SMR-based SSHD. DAC (2020)
Shuo-Han Chen, Yu-Pei Liang, Yuan-Hao Chang, Yun-Fei Liu, Chun-Feng Wu, Hsin-Wen Wei, Wei-Kuan Shih
Reinforcing the energy efficiency of cyber-physical systems via direct and split cache consolidation on MLC STT-RAM. SAC (2020)
Yu-Pei Liang, Shuo-Han Chen, Yuan-Hao Chang, Yong-Chin Lin, Hsin-Wen Wei, Wei-Kuan Shih
Mitigating write amplification issue of SMR drives via the design of sequential-write-constrained cache. J. Syst. Archit. 99 (2019)
Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Pei-Yu Chen, Wei-Kuan Shih
Rethinking Last-level-cache Write-back Strategy for MLC STT-RAM Main Memory with Asymmetric Write Energy. ISLPED (2019)
Yu-Pei Liang, Tseng-Yi Chen, Yuan-Hao Chang, Shuo-Han Chen, Kam-yiu Lam, Wei-Hsin Li, Wei-Kuan Shih
-tree Index Scheme to Upgrade Shingled Magnetic Recording Storage Performance. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Shuo-Han Chen, Yuan-Hao Chang, Yu-Pei Liang, Hsin-Wen Wei, Wei-Kuan Shih
An Erase Efficiency Boosting Strategy for 3D Charge Trap NAND Flash. IEEE Trans. Computers 67 (9) (2018)
Shuo-Han Chen, Yu-Pei Liang, Chi-Heng Lee, I-Ju Wang, Wei-Kuan Shih
A wireless sensor network simulator focuses on imitating wireless charging vehicle: demo abstract. IPSN (2017)
Yu-Pei Liang, Shuo-Han Chen, Yi-Han Lien, Tseng-Yi Chen, Heng-Yin Chen, Wei-Kuan Shih
Enabling High-Resolution Video Support for the Next-Generation Internet-Connected Display. DASC/PiCom/DataCom/CyberSciTech (2017)
Shuo-Han Chen, Yen-Ting Chen, Yu-Pei Liang, Yong-Ching Lin, Heng-Yin Chen, Wei-Kuan Shih
Improving the Local Disk Cover Algorithm for Placing Relay Nodes in a Wireless Sensor Network. CTS (2016)