| 陳維美 Wei-Mei Chen |
|
|---|---|
| 職稱 | |
| 教授 | |
| 學歷 | |
| 國立臺灣大學資訊工程博士 | |
| 電子郵件 | |
| wmchen@mail.ntust.edu.tw | |
| 辦公室 | |
| IB 702-4 |
| Office Hours | 週一 15:30--16:30/週三 14:30--15:30 |
|---|---|
| 電話 | 886-2-27376379 |
| 個人網頁 | http://homepage.ntust.edu.tw/wmchen/ |
| 實驗室 | 微系統實驗室-高效能計算組 (IB 702-4) |
| 研究領域 | 平行計算、GPU計算、機器學習、資料探勘、演算法設計與分析 |
| 開授課程 | 資料結構、離散數學、計算機演算法、高等計算機演算法、雲端運算、並行處理 |
| 2021.02 ~ 2025.01 | 臺灣科技大學 電資學院副院長 |
| 2019.08 ~ 2021.01 | 臺灣科技大學 電算中心主任 |
| 2018.08 ~ 2019.09 | 臺灣科技大學 電算中心系統支援組組長 |
| 2015.04 ~ 2018.01 | 臺灣科技大學 電算中心技術諮詢推廣組組長 |
| 2012.02 ~ 迄今 | 臺灣科技大學電子工程系教授 |
| 2005.08 ~ 2012.01 | 臺灣科技大學電子工程系副教授 |
| 2000.08 ~ 2005.07 | 大同大學應用數學系副教授 |
| 2024 | 臺灣科技大學112學年度第1學期創新教學模式獎勵 |
| 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 |
研究成果
| [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, 5882-5890, 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] | 在多播多連線網路中透過省電模式之集中式電源管理分配資源策略, 楊豐銘, 陳維美, 江漢鵬, 中華民國專利 |
| [1] | Feng-Ming Yang and Wei-Mei Chen, "Channel Allocation," Chapter 16 of Modern Mobile Communication Networks: Design, Planning and Applications. |
研究成果
| 計畫名稱 | 計畫總額 | 執行始於 | 執行結束 | 委託單位 |
|---|---|---|---|---|
| 中心性度量平行計算及其應用 | 11308 | 11607 | 國科會 | |
| 平行密度群集演算法之設計與分析 | 11108 | 11307 | 國科會 | |
| 多維資料集計算問題於 GPU 架構之研究 | 10908 | 11107 | 科技部 | |
| 搜尋完全子圖演算法於 GPU 加速計算模型之研究 | 10708 | 10907 | 科技部 | |
| 天際線代表點選擇問題之研究 | 10608 | 10707 | 科技部 | |
| CPU-GPU異構計算系統之演算法設計與分析 | 10508 | 10607 | 科技部 | |
| 資料中心網路之研究 | 10408 | 10507 | 科技部 | |
| 演化演算法之分析與應用 | 10308 | 10407 | 科技部 | |
| 控制關係問題與相關應用之研究 | 10108 | 10307 | 國科會 | |
| 天際線及其衍生運算之研究 | 10008 | 10107 | 國科會 | |
| 多維極大點問題分析與應用 | 9908 | 10007 | 國科會 | |
| 多緒 Java 應用程式中執行緒對運算核心指派之研究 | 9708 | 9807 | 國科會 | |
| 隨意網路行動模型之機率分析 | 9608 | 9707 | 國科會 | |
| 多目標進化演算法之分析與應用(II) | 9508 | 9607 | 國科會 | |
| 多目標進化演算法之分析與應用(I) | 9408 | 9507 | 國科會 | |
| 領袖選舉演算法之機率分析(2/2) | 9308 | 9407 | 國科會 | |
| 領袖選舉演算法之機率分析(1/2) | 9208 | 9307 | 國科會 | |
| 字尾樹及相關結構之分析研究 | 9108 | 9207 | 國科會 | |
| 廣播通訊架構中排序演算法之機率研究 | 9008 | 9107 | 國科會 | |
| 各個擊破演算法之機率分析 | 8912 | 9007 | 國科會 |
指導學生
| 學年 | 論文題目 | 學生 |
|---|---|---|
| 106 | CPU-GPU異質運算架構之平行演算法設計與研究 | 彭弈文 |
| 105 | 雲端資料中心資源管理節能之研究 | 江漢鵬 |
| 102 | 以移動信標為基礎的無線感測網路定位之研究 | 吳燿宏 |
| 100 | 無線多媒體網路資源分配策略服務品質保證之研究 | 楊豐銘 |
| 學年 | 論文題目 | 學生 |
|---|---|---|
| 112 | 應用最大完全子圖樹於挖掘最大頻繁項集之研究 | 陳漱瑜 |
| 112 | 利用雛型聚合技術優化 Louvain 演算法 | 楊鏡業 |
| 112 | 應用局部異常因子於密度峰值分群演算法之研究 | 姚勝文 |
| 112 | 大型圖形之緊密中心性度量計算 | 翁廷翰 |
| 112 | 家庭電動汽車充電市場的雙向拍賣機制設計 | Lummanee Chanama |
| 111 | 平行範圍搜尋問題與多維索引結構之研究 | 張婉儀 |
| 111 | 應用 Bloom Filter 於基因序列比對之研究 | 黃凱麟 |
| 111 | 圖形中心性問題於 CPU/GPU 架構之研究 | 凌運鋒 |
| 111 | 平行運算應用於 FMCW 雷達生理訊號追蹤之研究 | 林華富 |
| 111 | 空間索引架構用於平行密度分群演算法之研究 | 里冠樺 |
| 111 | 隨機森林應用於不平衡資料集之研究 | 黃建程 |
| 110 | 平行密度分群演算法之研究 | 丁志豪 |
| 110 | 應用 GPU 於多重關聯資料表之 Skyline-Join 查詢 | 陳冠宏 |
| 110 | 平行 Top k 天際線群組查詢演算法之研究 | 董紜碩 |
| 110 | 偵測肺部呼吸時間差之聽診系統設計 | 蔡尚洋 |
| 109 | 天際線代表點計算之平行多维索引結構研究 | 邱瀚洋 |
| 109 | 嵌入式24GHz雷達系統 | 張書華 |
| 109 | ECDF 問題應用於 CPU-GPU 架構之研究 | 蔡信宏 |
| 109 | 24GHz 混合雷達系統之人體動作辨識 | 陳士峰 |
| 108 | DBSCAN於GPU加速計算平台之研究 | 黃子玹 |
| 108 | 平行G-skyline演算法之研究 | 謝子然 |
| 108 | 以 GPUs 加速 Skyline-Join 查詢問題之研究 | 林家興 |
| 108 | 區間接合運算之研究 | 劉思瑜 |
| 108 | 多處理器任務對應於網路單晶片之研究 | 魏瑋辰 |
| 107 | 於主成分分析和串接極限學習機器的入侵偵測 | 杜鎮宇 |
| 107 | Skyline-Join查詢運算於多重關聯資料表之研究 | 許雅筑 |
| 107 | 最大完全子圖問題於 GPU 運算架構之研究 | 吳孟傑 |
| 107 | 天際線代表點選擇問題應用於GPU之研究 | 林遠聿 |
| 106 | 多核心系統晶片測試流程最佳化之研究 | 鄭瑋徹 |
| 106 | 基因演算法對於管線共享於多核心系統之研究 | 陳冠琳 |
| 106 | 移動物體的軌跡壓縮演算法之研究 | 巫曜程 |
| 106 | 以深度學習進行新聞頭條與股市漲跌關聯性之研究 | 林佳慶 |
| 106 | 深度學習的人工智慧情感分析 | 陳盈智 |
| 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 | 黃則霖 |
| 105 | 列舉極大完全子圖問題於GPU運算架構之研究 | 吳宗翰 |
| 104 | 無線感測器之資料收集機制 | 梁維剛 |
| 104 | Multi-Pivot快速排序演算法於CPU-GPU架構之研究 | 張惠雯 |
| 104 | 多核心平行測試流程最佳化之研究 | 呂國宗 |
| 104 | 密度分群演算法於GPGPU運算之研究 | 張凱翔 |
| 104 | 基於SLA的雲端系統動態虛擬機管理系統 | 郭政旻 |
| 103 | 標記壓縮垃圾收集法之研究 | 許天星 |
| 103 | 任務對應於網路單晶片設計之研究 | 鄭積翔 |
| 102 | 在IEEE802.11e協定下視訊串流之封包控制設計 | 陳冠宇 |
| 102 | 管線共享於多核心計算系統之研究 | 詹仁豪 |
| 102 | 適用於網格是無線感測網路之RSSI定位機制 | 何承渝 |
| 102 | 天際線查詢於GPGPU運算之研究 | 劉孟宗 |
| 101 | 應用粒子群最佳化演算法於雲端運算工作排程之研究 | 鍾惠君 |
| 101 | 基因演算法於最大完全子圖問題之應用 | 鄒昇樺 |
| 101 | 網格運算工作排程之研究 | 蔣宜璇 |
| 100 | 多核心處理器之群組式動態溫度管理機制 | 應佳山 |
| 100 | 雲端系統動態虛擬機配置機制 | 翁銘隆 |
| 100 | 天際線查詢平行化之研究 | 蘇易騰 |
| 100 | 虛擬技術環境之多核心系統動態電源管理機制 | 梁哲銘 |
| 99 | 多核心處理器之群組式動態電源管理機制 | 黃慕凱 |
| 99 | 以移動信標在無線感測網路定位之研究 | 范晉維 |
| 99 | 週期性即時任務在具可靠度多核心系統上之能源管理 | 洪喜音 |
| 98 | 行動隨意網路中AODV可靠路由機制之研究 | 吳宗穎 |
| 98 | 多核心即時系統能源管理之排程設計 | 張峻源 |
| 98 | 非結構化P2P檔案分享系統之訊息傳遞策略 | 劉光祖 |
| 97 | 在行動隨意網路中分環式路由路徑選擇機制之設計 | 吳培源 |
| 97 | 無線多頻道系統有序資料廣播之排程設計 | 林育賢 |
| 96 | X結構時脈繞線之次最佳化研究 | 謝育廷 |
| 96 | 在資料庫系統中 Skyline 運算之研究 | 李圭章 |
| 96 | 引用計數垃圾收集機制之研究 | 鄭賀元 |
| 95 | 多目標基因演算法之研究 | 李韋廷 |
| 95 | 單一跳躍無線網路中初始化通訊協定之研究 | 張智凱 |
| 學年 | 專題題目 | 學生 |
|---|
| 年份 | 事蹟 |
|---|