陳雅淑Ya-Shu Chen教授Professor
實驗室Laboratory
智慧能效系統實驗室 Intelligent Energy-Efficient Systems Lab
Location : EE-603-1
Phone : 02-2733-3141 ext. 7720
學術背景與專業概覽Academic & Professional Overview
- 學士：國立交通大學資訊科學系
- 碩士：國立台灣大學資訊工程所
- 博士：國立台灣大學資訊工程所
- 教授，國立臺灣科技大學 電機工程系
- 總計畫主持人，前瞻晶片設計軟體技術開發計畫（晶創台灣）（2024-2026）
- 訪問學者，美國明尼蘇達大學（University of Minnesota）（2024）
- 副系主任，國立臺灣科技大學 電機工程系 (2022-2024)
- Bachelor: Computer Information Science, National Chiao-Tung University
- Master: Computer Science and Information Engineering, National Taiwan University
- Ph.D.: Computer Science and Information Engineering, National Taiwan University
- Professor, Department of Electrical Engineering, NTUST
- Visiting Scholar, University of Minnesota, USA （2024）
- Associate Chair, Department of Electrical Engineering, NTUST (2022-2024)
- 計算機組織、嵌入式作業系統實作、嵌入式系統設計
- Computer Organization, Embedded Operating Systems
- 間歇式運算、無電池系統、即時嵌入式系統、邊緣 AI 與裝置端推論（TinyML）、記憶體內運算（PIM）／ReRAM 加速器、裝置端 AI 記憶體管理、能量感知資源調度、軟硬體協同設計、跨層能效系統最佳化
- Intermittent Computing, Battery-less Systems, Real-Time Embedded Systems , Edge AI & On-Device Inference (TinyML), Processing-in-Memory (PIM) & ReRAM Accelerators , Memory Management for On-Device AI, Energy-Aware Resource Scheduling, Hardware-Software Co-design, Cross-Layer Energy-Efficiency Optimization, Deadline-Guaranteed Edge AI under Unstable Power
代表著作Publications
I-Yang Chen, Kai-Wei Hou, Ya-Shu Chen, "A Configurable ReRAM Engine for Energy-Efficient Sparse Neural Network Acceleration," IEEE Embedded Systems Letters, Vol. 17, No. 5, pp. 305-308, 2025.
Kai-Xuan Lee, Chun-Chieh Lin, Tzu-Chiao Yen, Ya-Shu Chen, Chan-Peng Hsu, "FASE: Energy Isolation Framework for Latency-Sensitive Applications in Intermittent Systems With Multiple Peripherals," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 43, No. 2, pp. 456-467, 2024.
Yang-Lin Zheng, Wei-Yi Yang, Ya-Shu Chen, Ding-Hung Han, "An Energy-Efficient Inference Engine for a Configurable ReRAM-Based Neural Network Accelerator," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 42, No. 3, pp. 740-753, 2023.
Chen-Tui Hung, Kai-Xuan Lee, Yi-Zheng Liu, Ya-Shu Chen, Zhong-Han Chan, "Energy-Efficient Communications for Improving Timely Progress of Intermittent-Powered BLE Devices," ACM Transactions on Embedded Computing Systems, Vol. 22, No. 6, 2023.
Zhao-Wei Qiu, Kun-Sheng Liu, Ya-Shu Chen, "BARM: A Batch-Aware Resource Manager for Boosting Multiple Neural Networks Inference on GPUs With Memory Oversubscription," IEEE Transactions on Parallel and Distributed Systems, Vol. 33, No. 12, pp. 4612-4624, 2022.
Dai-Chang Chen,Yang-Lin Zheng, Ya-Shu Chen, and Kai-Xuan Lee,"Online Power Management for Latency-Sensitive Bluetooth Low-Energy Beacons", Volume: 14, Issue: 2, pp. 2411 - 2420, 2020
Po-Hao Huang, Ya-Shu Chen, and Jian-He Liao ," QT-adaptation Engine: Adaptive QoS-aware Scheduling and Governing in Thermally Constrained Mobile Devices," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Volume: 39, Issue: 3,pp. 585 - 598, 2020
Yu-Lin Jiang, Ya-Shu Chen, Su-Wei Yang, and Chia-Hsueh Wu, "Energy-efficient Task Offloading for Time-sensitive Applications in Fog Computing," IEEE Systems Journal, Volume: 13 , Issue: 3, pp.2930 - 2941, 2019
Jing-Ho Chen, Ya-Shu Chen and Yu-Lin Jiang, "Energy-efficient Scheduling for Multiple Latency-sensitive Bluetooth Low Energy Nodes," IEEE Sensors Journal, Volume: 18,pp.849 - 859, 2018
Ta-Wei Liu, Yen-Fang Liu, and Ya-Shu Chen. "Energy-aware run-time task partition and allocation in dynamic partial reconfigurable systems." Journal of Systems Architecture 78: 55-67, 2017
Ting-Hao Tsai, Lin-Fong Fan, Ya-Shu Chen, and Tien-Shun Yao,"Triple Speed: Energy-Aware Real-Time Task Synchronization in Homogeneous Multi-Core Systems", IEEE Transactions on Computers, 65(4): 1297-1309, 2016
Ting-Hao Tsai and Ya-Shu Chen,"Thermal-throttling server: A thermal-aware real-time task scheduling framework for three-dimensional multicore chips", Journal of Systems and Software, Volume 112: 11-25, 2016
Yu-Chon Kao and Ya-Shu Chen,"Data-locality-aware mapreduce real-time scheduling framework", Journal of Systems and Software, Volume 112: 65-77, 2016
Hsin-Hao Chu, Yu-Chon Kao, and Ya-Shu Chen, "Adaptive Thermal-aware Task Scheduling for Multi-core Systems", Journal of Systems and Software, Volume 99, Pages 155–174, January 2015
Ya-Shu Chen, Han Chiang Liao, and Ting-Hao Tsai,"On-line Real-Time Task Scheduling in Heterogeneous Multi-core System-on-a-chip," IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 24, No. 1, pp. 118-130, January, 2013
Ya-Shu Chen and Ming-Yang Chen, "On-line Energy-efficient Real-time Task Scheduling for a Heterogeneous Dual-core System-on-a-chip", online published in Journal of Systems Architecture (JSA), Vol 59, pp. 234-244, May, 2013
Chen-Lin Shi, Xi-Zhu Wang, Ya-Shu Chen, "Adaptive Multi-User Scheduling for Large Language Model Inference on HBM-Based Processing-in-Memory Accelerators," ACM Symposium on Applied Computing (SAC), pp. 1268-1274, 2026.
Hsiu-Yi Ouyang, Jia-Wei Wu, Ya-Shu Chen, "Frame-based Synchronization for Multi-view Multi-sensor Fusion in Embedded Systems," ACM International Conference on Research in Adaptive and Convergent Systems (RACS), pp. 31:1-31:6, 2025.
Zhaokang Ke, Jim Diehl, Ya-Shu Chen, David H. C. Du, "Emerald Tiers: Focusing on SSD+MAID Through a Green Lens," 17th ACM Workshop on Hot Topics in Storage and File Systems (HotStorage), pp. 61-68, 2025.
Yi-Zheng Liu, Zhong-Han Chan, Ya-Shu Chen, "A Configurable Harvester Emulator for Intermittent Systems," ACM Workshop on Energy Harvesting & Energy-Neutral Sensing Systems (ENSsys), pp. 50-51, 2024.
Kun-Sheng Liu, Chen-Lin Shi, Ya-Shu Chen, "BREBIM: A Blocking-Reduction Batch Inference Manager for Multiple Neural Networks," ACM International Conference on Research in Adaptive and Convergent Systems (RACS), pp. 65-70, 2024.
He-Ru Chen, Kun-Sheng Liu, Ya-Shu Chen, Hsiu-Yi Ou Yang, "High Energy Efficiency Mobile AR Applications under Adaptive Object Detection Engine and Self-learning Governor," ACM Symposium on Applied Computing (SAC), pp. 1504-1510, 2024.
Chun-Chieh Lin, Tzu-Chiao Yen, Ya-Shu Chen, "Multiple Time-sensitive Inferences Scheduling on Energy-harvesting IoT Devices," ACM International Conference on Research in Adaptive and Convergent Systems (RACS), 2023.
Chen-Tui Hung, Kai-Xuan Lee, Yi-Zheng Liu, Ya-Shu Chen, "EASTA: Energy-Aware Scheduling for Timely Applications on Intermittent Systems," ACM International Conference on Research in Adaptive and Convergent Systems (RACS), 2022.
Jian-He Liao, He-Ru Chen, Ya-Shu Chen,"A Cache Contention-aware Run-time Scheduling for Power-constrained Asymmetric Multicore Processors", Research in Adaptive and Convergent Systems (RACS), 2020
Su-Wei Yang, Zhao-Wei Qiu, Ya-Shu Chen,"GPU swap-aware scheduler: virtual memory management for GPU applications", the ACM Symposium on Applied Computing (ACM SAC), 2020
Chia-Hsueh Wu, Chen-Tui Hung, and Ya-Shu Chen, "Energy-aware Offloading for Mobile Computing with Heterogeneous Network", Research in Adaptive and Convergent Systems (RACS), 2019
Xue-Xi He and Ya-Shu Chen, "Deadline-aware Memory Scheduler and Governor for Heterogeneous Processors", the IEEE 16th International Conference on Industrial Informatics (INDIN), 2018.
Tien-Shun Yao, Ting-Hao Tsai, Ya-Shu Chen, Jing-Ho Chen, and Dai-Chang Chen, "Online Energy efficient Real-time Task Scheduling for Heterogeneous Multicore Systems",IEEE Conference on Real-Time Computing Systems and Applications (RTCSA),Taiwan, August 2017
Po-Kai Chuang, Ya-Shu Chen, and Po-Hao Huang, "An Adaptive On-line CPU-GPU Governor for Games on Mobile Devices ", Asia and South Pacific Design Automation Conference (ASPDAC), 2017
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