| 陳維美 Wei-Mei Chen |
|
|---|---|
| Position | |
| Professor | |
| Education | |
| Ph.D. in Computer Science and Information Engineering, National Taiwan University | |
| wmchen@mail.ntust.edu.tw | |
| Room | |
| IB 702-4 |
| Office Hours | 週一 15:30--16:30/週三 14:30--15:30 |
|---|---|
| Telephone | 886-2-27376379 |
| Homepage | http://homepage.ntust.edu.tw/wmchen/ |
| Laboratory | 微系統實驗室-高效能計算組 (IB 702-4) |
| Major Field | Parallel Computing, GPU Computing, Machine Learning, Data Mining, Design and Analysis of Algorithms |
| Course | Data Structures, Discrete Mathematics, Algorithms, Advanced Algorithms, Cloud Computing, Parallel Processing |
| 2021.02 ~ 迄今 | Vice Dean, College of Electrical Engineering and Computer Science, NTUST |
| 2019.08 ~ 2021.01 | Director, Computer Center, NTUST |
| 2018.08 ~ 2019.09 | Section Chief, Computer Center, System Support Section |
| 2015.04 ~ 2018.01 | Section Chief, Computer Center, Technical Consultation & Promotion Section |
| 2012.02 ~ 迄今 | Professor, Department of Electronic and Computer Engineering, NTUST |
| 2005.08 ~ 2012.01 | Associate Professor, Department of Electronic and Computer Engineering, NTUST |
| 2000.08 ~ 2005.07 | Associate Professor, Department of Applied Mathematics, Tatung University |
| 2022 | 臺灣科技大學110學年度教學優良獎 |
| 2015 | 「2015年ITSA線上程式設計大賽」指導老師，榮獲績優團隊。 |
| 2014 | 「2014年ITSA線上程式設計大賽」指導老師，榮獲績優團隊。 |
| 2012 | 臺灣科技大學100學年度優良輔導老師 |
| 2012 | 「2012年ITSA線上程式設計大賽」指導老師，榮獲績優團隊。 |
| 2011 | 「2011年ITSA線上程式設計大賽」指導老師，榮獲績優團隊。 |
| 2009 | 臺灣科技大學98學年度教學優良獎 |
Research Achievement
| [1] | Wei-Mei Chen, Hsin-Hung Tsai, and Joon Fong Ling, Parallel computation of dominance scores for multidimensional datasets on GPUs, IEEE Transactions on Parallel and Distributed Systems, 35:6 (2024), 764-776. |
| [2] | Yi-Wen Wei, Wei-Mei Chen, and Hsin-Hung Tsai, Accelerating the Bron-Kerbosch algorithm for maximal clique enumeration using GPUs, IEEE Transactions on Parallel and Distributed Systems, 32:9 (2021), 2352-2366. |
| [3] | Yi-Wen Peng and Wei-Mei Chen, Parallel k-dominant skyline queries in high-dimensional datasets, Information Science, 496 (2019), 538-552. |
| [4] | Han-Pang Jiang and Wei-Mei Chen, Self-adaptive resource allocation for energy-aware virtual machine placement in dynamic computing cloud, Journal of Network and Computer Applications, 120:15 (2018), 119-129. |
| [5] | Hsien-Kuei Hwang, Alois Panholzer, Nicolas Rolin, Tsung-Hsi Tsai, and Wei-Mei Chen, Probabilistic analysis of the (1+1)-evolutionary algorithm, Evolutionary Computation, 26:2 (2018), 299-345. |
| [6] | Yi-Wen Peng, Tien-Hsing Hsu, and Wei-Mei Chen, Skip compactors for garbage collection based on space utilization, Journal of the Chinese Institute of Engineers, 41:4 (2018), 317-326. |
| [7] | Chi-Hsiang Cheng and Wei-Mei Chen, Application mapping onto mesh-based network-on-chip using constructive heuristic algorithms, The Journal of Supercomputing, 72:11 (2016), 4365-4378. |
| [8] | Han-Pang Jiang, David Chuck, and Wei-Mei Chen, Energy-aware data center networks, Journal of Network and Computer Applications, 68:6 (2016), 80-89. |
| [9] | Yi-Syuan Jiang and Wei-Mei Chen, Task scheduling for grid computing systems using a genetic algorithm, The Journal of Supercomputing, , 71:4 (2015), 1357-1377. |
| [10] | Yao-Hung Wu, Chin-Wei Fan, and Wei-Mei Chen, An efficient geometric localization approach for distributed sensor networks, Journal of Information Science and Engineering, 31:4 (2015), 1249-1265. |
| [11] | Han-Peng Jiang, Ming-Lung Weng, and Wei-Mei Chen, Dynamic consolidation of virtual machines in cloud datacenters, IEICE Transactions on Information and Systems, E97-D:7 (2014), 1727-1730. |
| [12] | Feng-Ming Yang, Wei-Mei Chen, and Jean-Lien C. Wu, A dynamic strategy for packet scheduling and bandwidth allocation based on channel quality in IEEE 802.16e OFDMA system, Journal of Network and Computer Applications 39 (2014), 52-60. |
| [13] | Hsien-Kuei Hwang, Tsung-Hsi Tsai, and Wei-Mei Chen, Threshold phenomena in k-dominant skylines of random samples, SIAM Journal on Computing, 42:2 (2013), 405-441. |
| [14] | Wei-Mei Chen and Kuang-Chu Liu, Randomized search strategy for unstructured P2P networks, IEICE Transactions on Communications, E95-B:1 (2012), 289-292. |
| [15] | Feng-Ming Yang, Wei-Mei Chen, Tzu-Kai Cheng, and Jean-Lien C. Wu, A study of QoS guarantee and fairness based on cross-layer channel state in worldwide interoperability for microwave access, International Journal of Communication Systems, 25:7 (2012), 926-942. |
| [16] | Wei-Mei Chen, Hsien-Kuei Hwang, and Tsung-Hsi Tsai, Maxima-finding algorithms for multidimensional samples: A two-phase approach, Computational Geometry: Theory and Applications, 45:1-2 (2012), 33-53. |
| [17] | J. Morris Chang, Wei-Mei Chen, Paul A Griffin, and Ho-Yuan Cheng, Cyclic reference counting by typed reference fields, Computer Languages, Systems & Structures, 38:1 (2012), 98-107. |
| [18] | Yao-Hung Wu and Wei-Mei Chen, Localization using a mobile beacon with directional antenna for wireless sensor networks, IEICE Transactions on Information and Systems, E94-D:12 (2011) 2370-2377. |
| [19] | Yusuf Hasan, Wei-Mei Chen, J. Morris Chang, and Bashar Gharaibeh, Upper bounds for dynamic memory allocation, IEEE Transactions on Computers, 59:4 (2010), 468-477. |
| [20] | Wei-Mei Chen, Cost distribution of the Chang-Roberts leader election algorithm and related problems, Theoretical Computer Science, 369:1-3 (2006), 442-447. |
| [21] | Wei-Mei Chen, Probabilistic analysis of algorithms for the Dutch national flag problem, Theoretical Computer Science, 341:1-3 (2005), 398-410. |
| [22] | Wei-Mei Chen, Gen-Huey Chen, and D. Frank Hsu, Generalized diameters of the mesh of trees, Theory of Computing Systems, 37:4 (2004), 547-556. |
| [23] | Wei-Mei Chen, Hsien-Kuei Hwang, and Tsung-Hsi Tsai, Efficient maxima-finding algorithms for random planar samples, Discrete Mathematics and Theoretical Computer Science, 6:1 (2003), 107-122. |
| [24] | Wei-Mei Chen and Hsien-Kuei Hwang, Analysis in distribution of two randomized algorithms for finding the maximum in a broadcast communication model, Journal of Algorithms, 46:2 (2003), 140-177. |
| [25] | Wei-Mei Chen and Gen-Huey Chen, Divide-and-conquer recurrences associated with generalized heaps, optimal merge and related structures, Theoretical Computer Science, 292:3 (2003), 667-677. |
| [1] | Sheng-Hua Tsou and Wei-Mei Chen,Solving the maximum clique problem using a genetic algorithm based on circular decoding, 2019 IEEE International Conference on Applied System Innovation |
| [2] | Cheng-Ming Kuo, Han-Peng Jiang and Wei-Mei Chen, SLA-based Dynamic Virtual Machine Consolidation in Cloud Data Centers, The 2nd International Conference on Algorithms, Computing and Systems (ICACS), 2018. |
| [3] | Kai-Shiang Chang, Yi-Wen Peng, and Wei-Mei Chen, Density-based clustering algorithm for GPGPU computing, 2017 IEEE International Conference on Applied System Innovation, 774-777, 2017. |
| [4] | Yi-Wen Peng, Tien-Hsing Hsu and Wei-Mei Chen, A work-efficient algorithm for garbage collection, The 6th International Symposium on Next-Generation Electronics, 2017. |
| [5] | Wei-Kang Liang, Han-Peng Jiang, and Wei-Mei Chen, Data collection with a mobile sink in wireless sensor networks, The 4th Annual Conference on Engineering and Information Technology, 52-61, 2016. |
| [6] | Yi-Wen Peng and Wei-Mei Chen, A recursive algorithm for general hash chain traversal, IEEE 17th International Conference on Computational Science and Engineering, 1171-1174, 2014 |
| [7] | Chen-Yu Ho and Wei-Mei Chen, RSSI-based Localization for Wireless Sensor Networks with Grid Topologies, International Computer Symposium, III, 211-219, 2014. |
| [8] | Yao-Hung Wu and Wei-Mei Chen, An intelligent target localization in wireless sensor networks, International Conference on Intelligent Green Building and Smart Grid, 1-4, 2014. |
| [9] | Meng-Zong Liou, Yi-Teng Shu, and Wei-Mei Chen, Parallel skyline queries on multi-core systems, The 14th International Conference on Parallel and Distributed Computing, Applications and Technologies, 287-292, 2013. |
| [10] | Yi-Syuan Jiang and Wei-Mei Chen, Task scheduling in grid computing environments, The 7th International Conference on Genetic and Evolutionary Computing, 23-32, 2013. |
| [11] | Jhe-Ming Liang, Ren-Hao Zhan, Wei-Mei Chen, Dynamic power scheduling for VM-based multi-core systems, The 4th IEEE International Conference on Cloud Computing Technology and Science, 379-386, 2012. |
| [12] | Chin-Wei Fan , Yao-Hung Wu and Wei-Mei Chen, RSSI-based localization for wireless sensor networks with a mobile beacon, IEEE Sensors 2012, 660-663, 2012. |
| [13] | Feng-Ming Yang, Wei-Mei Chen, and Jean-Lien C. Wu, Packet scheduling and bandwidth allocation based on channel quality in WiMAX, The 6th IEEE International Conference on Broadband and Biomedical Communications, 194-199, 2011. |
| [14] | Wei-Mei Chen, Hsi-Yin Hung, and Jhe-Ming Liang, Energy-efficient scheduling of periodic real-time tasks for reliable multi-core systems, The 2nd International Conference on Electrical and Control Engineering, 5887-5890, 2011. |
| [15] | Feng-Ming Yang, Tzu-Kai Cheng, Jean-Lien C. Wu, and Wei-Mei Chen, A cross-layer subcarrier allocation scheme with QoS guarantee and fairness in IEEE 802.16e system, The Fifth International Conference on Systems and Networks Communications, 362--367, 2010. |
| [16] | Yu-Hsien Lin, Yi-Syuan Jiang, and Wei-Mei Chen, Scheduling for ordered query services in multi-channel data broadcast systems, International Computer Symposium, 632-637, 2010. |
| [17] | Mu-Kai Huang, J. Morris Chang, and Wei-Mei Chen, Grouping-based dynamic power management for multi-threaded programs in chip-multiprocessors, The 7th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, 56-63, 2009. |
| [18] | Yao-Hung Wu and Wei-Mei Chen, Localization of wireless sensor networks using a moving beacon with a directional antenna, IEEE International Conference on High Performance Computing and Communications, 237-242, 2009. |
| [19] | Wei-Mei Chen and Mu-Kai Huang, Efficient perfectly periodic scheduling for data broadcasting, International Symposium on Ubiquitous Multimedia Computing, 29-34, 2008. |
| [20] | Wei-Mei Chen and Wei-Ting Lee, An efficient evolutionary algorithm for multiobjective optimization, IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, 30-33, 2007. |
| [1] |
| [1] | Feng-Ming Yang and Wei-Mei Chen, "Channel Allocation," Chapter 16 of Modern Mobile Communication Networks: Design, Planning and Applications. |
Research Achievement
| Title | Total Amount | Conduct From | Conduct Until | Client |
|---|---|---|---|---|
| Design and Analysis of Parallel Density-Based Clustering | 11108 | 11307 | NSTC | |
| Computation of Multidimensional Datasets on GPUs | 10908 | 11107 | 科技部 | |
| Accelerating clique-finding algorithms on GPUs | 10708 | 10907 | MOST | |
| A Study of Selection for Representative Skyline Points | 10608 | 10707 | 科技部 | |
| A Study of Algorithms for CPU-GPU Heterogeneous Computing | 10508 | 10607 | 科技部 | |
| A Study of Data Centre Networks | 10408 | 10507 | 科技部 | |
| Analysis and applications of evolutionary algorithms | 10308 | 10407 | MOST | |
| The dominance problem and its related applications | 10108 | 10307 | NSC | |
| A study of skyline computation and its variants | 10008 | 10107 | NSC | |
| Analysis and applications of multidimensional maxima | 9908 | 10007 | NSC | |
| A study of the thread-to-core assignment in multithreaded Java applications | 9708 | 9807 | NSC | |
| Probabilistic analysis of mobility models for ad hoc networks | 9608 | 9707 | NSC | |
| Analysis and applications of multiobjective evolutionary algorithms (II) | 9508 | 9607 | NSC | |
| Analysis and applications of multiobjective evolutionary algorithms | 9408 | 9507 | NSC | |
| Probabilistic analysis of leader election algorithms (2/2) | 9308 | 9407 | NSC | |
| Probabilistic analysis of leader election algorithms(1/2) | 9208 | 9307 | NSC | |
| Analysis of suffix trees and related problems | 9108 | 9207 | NSC | |
| Probabilistic analysis of sorting algorithms on a broadcast communication model | 9008 | 9107 | NSC | |
| Probabilistic analysis of divide-and-conquer algorithms | 8912 | 9007 | NSC |
Student
| Academic Year | Thesis Title | Student |
|---|---|---|
| 106 | Parallel Algorithm Design for CPU-GPU Heterogeneous Architectures | Yi-Wen Peng |
| 105 | Energy-Efficient Resource Management in Data Centers for Cloud Computing | Han-Peng Jiang |
| 102 | The Study of Localization Based on Mobile Beacon for Wireless Sensor Networks | Yao-Hung Wu |
| 100 | The Study of Resource Allocation Policy to Guarantee QoS in Wireless Multimedia Networks | Feng-Ming Yang |
| Academic Year | Thesis Title | Student |
|---|---|---|
| 112 | Efficient Mining of Maximal Frequent Itemsets Based on Maximal Clique Trees | Shu-Yu Chen |
| 111 | A Study of Parallel Range Query Based on Multi-dimensional Index | Wan-Yi Chang |
| 111 | Exploiting Bloom Filter for Solving the Gene Sequence Matching Problem | Kai-Lin Huang |
| 111 | Graph Centrality Calculations on Heterogeneous CPU/GPU Systems | Joon Fong Ling |
| 111 | A Study of Parallel Computing for Vital Sign Tracking Based on FMCW Radar | Hua-Fu Lin |
| 111 | A Study of Spatial Indexing Structures on Parallel Density-based Clustering Algorithms | Kuan Hua Li |
| 111 | A Study of Imbalanced Data Classification Problem Using Random Forest | Chien-Cheng Huang |
| 110 | A Study of Parallel DBSCAN Algorithms | Zhi-Hao Ding |
| 110 | Exploiting GPU for Skyline-Join Query over Multiple Relations | Guan-Hung Chen |
| 110 | A Study of Parallel Processing of Top-k G-Skyline Queries | Yun-Shou Dong |
| 110 | Design of an Auscultation System for Detection of Asynchronous Lung Sounds | Shang-Yang Tsai |
| 109 | A Study of the Parallel Multi-Dimensional Index for Representative Skyline Computation | Han-Yang CHiu |
| 109 | Embedded 24GHz Radar Systems | Shu-Hua Chang |
| 109 | Design and Implementation of the ECDF Query Problem on CPU-GPU Architectures | Hsin-Hung Tsai |
| 109 | Human Motion Recognition Based on 24GHz Hybrid Radar Systems | Shi-Feng Chen |
| 108 | A Study on Accelerating DBSCAN Using GPU | Tzu-Hsuan Huang |
| 108 | A Study of Parallel G-skyline Algorithm | Tzu-Jan Hsieh |
| 108 | A Study of Accelerating Skyline-Join Query Using GPUs | Jia-Xing Lin |
| 108 | A Study of Interval Join Query | Sih-Yu Liu |
| 108 | Multi-Processor Task Mapping for Mesh-Based Network-on-Chip Design | Wei-Chen Wei |
| 107 | Intrusion Detection Based on Principal Component Analysis and Cascaded Extreme Learning Machine | Zhen-Yu Du |
| 107 | A Study of Skyline-Join Query Processing over Multiple Relations | Ya-Zhu Hsu |
| 107 | A Study of the Maximum Clique Problem on GPU Computing | Meng-Chieh Wu |
| 107 | A Study of Selection for Representative Skyline Points on GPUs | Yuan-Yu Lin |
| 106 | A Study of Test Schedule Optimization for Multicore SoCs | Wei-Che Cheng |
| 106 | Genetic Algorithm for Pipeline Sharing in Multi-core Computing Environments | Kuan-Lin Chen |
| 106 | A Study of Trajectory Compression Algorithms for Moving Objects | Yao-Cheng Wu |
| 106 | A Study of Relationship of News Headline and Stock Market by Deep Learning | Chia-Ching Lin |
| 106 | Deep Learning Implementation on AI Sentiment Analysis | Ying-Chih Chen |
| 106 | 異構運算之主要硬體加速技術之探討與伺服器硬體廠商的機會 | Che-Ling Huang |
| 105 | A Study on the Problem of Maximal Clique Enumeration on GPU | Tsung-Han Wu |
| 104 | Data Dissemination in Wireless Sensor Networks | Wei-Kang Liang |
| 104 | A Study of Multi-Pivot Quicksort on CPU-GPU Architectures | Hui-Wen Chang |
| 104 | A Study of Test Schedule Optimization for Multicore SoCs | Gwo-Tzong Leu |
| 104 | Density-Based clustering algorithm for GPGPU computing | Kai-Shiang Chang |
| 104 | SLA-based Consolidation of Virtual Machines Management in Cloud Datacenters | Cheng-Ming Kuo |
| 103 | A Study of Mark-Compact Garbage Collection | Tien-Using Hsu |
| 103 | A Study on Application Mapping for Mesh-Based Network-on-Chip Design | Chi-Hsiang Cheng |
| 102 | Packet Controller for Video Streaming over IEEE 802.11e | Kuan-Yu Chen |
| 102 | A Study on Pipeline Sharing for Multi-core Computing Environments | Ren-Hao Zhan |
| 102 | RSSI-based Localization for Wireless Sensor Networks with Grid Topology | Chen-Yu Ho |
| 102 | A Study on Skyline Queries for GPGPU Computing | Meng-Zong Liou |
| 101 | Particle Swarm Optimization for Workflow Scheduling in Cloud Computing Environments | Hui-Chun Chung |
| 101 | Genetic Algorithm for the Maximum Clique Problem | Sheng-Hua Tsou |
| 101 | Task Scheduling in Grid Computing Environments | Yi-Syuan Jiang |
| 100 | Task Grouping for Dynamic Thermal-Aware Management in Multi-Core Processors | Chia-Shan Ying |
| 100 | Dynamic Consolidation of Virtual Machines in Cloud Datacenters | Ming-Lung Weng |
| 100 | A Study on Parallel Skyline Query | Yi-Teng Shu |
| 100 | Dynamic Power Scheduling for VM-based Multi-core Systems | Jhe-Ming Liang |
| 99 | Task Grouping for Efficient Power Management in Multi-core Processors | (Mu-Kai Huang |
| 99 | A Study of Localization Using a Mobile Beacon for Wireless Sensor Networks | Chin-Wei Fan |
| 99 | Dynamic Power Management for Periodic Tasks on Reliable Multi-Core Systems | Hsi-Yin Hung |
| 98 | Reliable Routing in AODV-Based Mobile Ad Hoc Networks | Tsung-Ying Wu |
| 98 | Power Management for Real-Time tasks in Multiprocessor Systems | Jun-Yuan Zhang |
| 98 | The Policy of File Locating in Unstructured P2P Networks | Kuang-Chu Liu |
| 97 | Design of Ring-Based Mechanism for Route Selection in Mobile Ad Hoc Networks | Pei-Yuan Wu |
| 97 | Scheduling for ordered query services in multi-channel data broadcast systems | Yu-Hsien Lin |
| 96 | Suboptimality for clock routing in X-architecture | Yu-Ting Hsieh |
| 96 | A Study on Skyline Computation in Database Systems | Kuei-Chang Lee |
| 96 | A Study of Reference Counting Garbage Collectors | Ho-Yuan Cheng |
| 95 | A Study on Genetic Algorithm for Multiobjective Optimization Problem | Wei-Ting Lee |
| 95 | A Study on Initialization Protocols for Single-Hop Wireless Networks | Chih-Kai Chang |
| Academic Year | Project Title | Student |
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| Year | Deeds |
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