Faculty

陳維美 Wei-Mei Chen photo
Position
Professor
Education
Ph.D. in Computer Science and Information Engineering, National Taiwan University
E-mail
wmchen@mail.ntust.edu.tw
Room
IB 702-4

Office Hours 週ㄧ 15:30--16:30/週三 14:30--15:30
Telephone 886-2-27376379
FAX 886-2-27376424
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, Data Mining, Big Data Analytics, 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
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


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]   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.
  [2]   Yi-Wen Peng and Wei-Mei Chen, Parallel k-dominant skyline queries in high-dimensional datasets, Information Science, 496 (2019), 538-552.
  [3]   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.
  [4]   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.
  [5]   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.
  [6]   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.
  [7]   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.
  [8]   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.
  [9]   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.
  [10]   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.
  [11]   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.
  [12]   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.
  [13]   Wei-Mei Chen and Kuang-Chu Liu, Randomized search strategy for unstructured P2P networks, IEICE Transactions on Communications, E95-B:1 (2012), 289-292.
  [14]   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.
  [15]   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.
  [16]   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.
  [17]   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.
  [18]   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.
  [19]   Wei-Mei Chen, Cost distribution of the Chang-Roberts leader election algorithm and related problems, Theoretical Computer Science, 369:1-3 (2006), 442-447.
  [20]   Wei-Mei Chen, Probabilistic analysis of algorithms for the Dutch national flag problem, Theoretical Computer Science, 341:1-3 (2005), 398-410.
  [21]   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.
  [22]   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.
  [23]   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.
  [24]   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
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
M.S
Academic Year Thesis Title Student
107 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
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
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
Year Deeds