黃 國 展 (Kuo-Chan Huang, Ph.D.)
黃 國 展 (Kuo-Chan Huang, Ph.D.)
教授兼系主任
教授兼系主任
Email: kchuang@mail.ntcu.edu.tw
Tel: 04-22183581(系主任辦公室)
04-22183813(研究室)
Fax: 04-22183580
Office: 求真樓 K813
Address: 40306台中市西區民生路140號
Embedded Files
學歷:
國立交通大學 資訊工程所 博士 (1994.9 - 1998.7)
國立交通大學 資訊工程所 碩士班 (1993.9 - 1994.6,研一後直攻博士)
國立交通大學 資訊工程系 學士 (1989.10 - 1993.6)
經歷:
國立台中教育大學 資訊工程學系 系主任 (2023.8 – current)
國立台中教育大學 計算機與網路中心 中心主任 (2014.8 – 2022.7)
國立台中教育大學 資訊工程學系 教授 (2017.2 – current)
國立台中教育大學 資訊工程學系 副教授 (2011.1 – 2017.1)
國立台中教育大學 資訊科學學系助理教授 (2007.8 – 2010.12)
興國管理學院 電子商務學系 助理教授 (2003.6 - 2007.7)
興國管理學院 電子商務學系 系主任 (2003.6 - 2007.7)
國家實驗研究院 國家高速網路與計算中心 副研究員(1998.10 - 2003.5)
研究興趣及方向包括:
Parallel Processing (平行處理)
Distributed Computing (分散式計算)
Parallel Job Scheduling and Resource Allocation (工作排程與資源配置)
Computer Programs for Puzzles and Classical Board Games(電腦對局與解謎研究)
Artificial Intelligence (人工智慧)
Time Series Analysis and Prediction (時間序列資料分析與預測)
Evolutionary Computation and Optimization Algorithms (演化式計算與最佳化問題演算法)
Blockchain (區塊鏈)
Computer Simulation (電腦模擬)
Cloud and Service Computing (雲端與服務運算)
Publication List
Journal Papers
Journal Papers
1. Kuo-Chan Huang, Feng-Jian Wang, and Pei-Chi Wu, “Parallelizing a Level 3 BLAS Library for LAN-Connected Workstations”, Journal of Parallel and Distributed Computing, Vol. 38, No. 1, October 1996, pp. 28-36. (SCI)
2. Pei-Chi Wu, and Kuo-Chan Huang, ”Case Studies on Cache Performance and Optimization of Programs with Unit Strides”, Software Practice and Experience, Vol. 27, No. 2, February 1997, pp. 167-172. (SCI)
3. Kuo-Chan Huang, Feng-Jian Wang, and Jyun-Hwei Tsai, “Two Design Patterns for Data-Parallel Computation Based on Master-Slave Model,” Information Processing Letters, Vol. 70, Issue 4, May 1999, pp. 197-204. (SCI)
4. Hsi-Ya Chang, Kuo-Chan Huang, Cherng-Yeu Shen, Shou-Cheng Tcheng and Chaur-Yi Chou, “Parallel Computation of a Weather Model on Cluster Environment”, Journal of Computer-aided Civil and Infrastructure Engineering, Volume 16, Issue 5, September 2001, pp. 365 - 373. (SCI)
5. Pei-Chi Wu, and Kuo-Chan Huang, and Sting Ouyang, ”Bit Parallel Random Number Generation for Discrete Uniform Distributions”, Computer Physics Communications, Volume 144, Issue 3, 15 April 2002, pp. 252 - 260. (SCI)
6. Chau-Yi Chou, Kuo-Chan Huang, Shou-Chang Tcheng, Hsi-Ya Chang, "Performance Merit of SAN-PC Cluster for CFD Applications", Transactions of the Aeronautical and Astronautical Society of the Republic of China, Vol.35, No.3, PP.289-297, September 2003. (EI)
7. Pei-Chi Wu, Kuo-Chan Huang, “Parallel Use of Multiplicative Congruential Random Number Generators”, Computer Physics Communications, Vol.175, Issue 1, 1 July 2006, pp. 25-29. (SCI)
8. Kuo-Chan Huang and Feng-Jian Wang, “Parallelizing an Application with Time-Increasing Workload Using Adaptive Processor Allocation”, Parallel Processing Letters, Vol. 16, No. 4, December 2006, pp. 455-466. (EI)
9. Kuo-Chan Huang, “Minimizing Waiting Ratio for Dynamic Workload on Parallel Computers”, Parallel Processing Letters, Vol. 16, No. 4, December 2006, pp. 441-453. (EI)
10. Kuo-Chan Huang; Po-Chi Shih; Yeh-Ching Chung, “Adaptive Processor Allocation for Moldable Jobs in Computational Grid”, International Journal of Grid and High Performance Computing, Vol. 1, Issue 1, 2009, pp. 10-21.
11. Ching-Hong Tsai, Kuo-Chan Huang, Feng-Jian Wang, and Chun-Hao Chen, “A Distributed Server Architecture supporting Dynamic Resource Provisioning for BPM-Oriented Workflow Management Systems”, Journal of Systems and Software, Vol. 83, Issue 8, August 2010, pp 1538-1552.
12. Chih-Chiang Hsu, Kuo-Chan Huang, and Feng-Jian Wang, “Online Scheduling of Workflow Applications in Grid Environment”, Future Generation Computer Systems, Volume 27, Issue 6, June 2011, pp. 860-870.
13. Po-Chi Shih, Kuo-Chan Huang, Yeh-Ching Chung, “Improving Grid Performance Through Processor Allocation Considering Both Speed Heterogeneity and Resource Fragmentation”, Journal of Supercomputing, Volume 60, Number 3, 2012, pp. 311-337.
14. Po-Chi Shih, Kuo-Chan Huang, Che-Rung Lee, I-Hsin Chung, Yeh-Ching Chung, “TLA: Temporal Look-Ahead Processor Allocation Method for Heterogeneous Multi-Cluster Systems”, Journal of Parallel and Distributed Computing, Volume 73, Issue 12, December 2013, pp. 1661–1672.
15. Kuo-Chan Huang, Tse-Chi Huang, Mu-Jung Tsai, Hsi-Ya Chang, Yuan-Hsin Tung, “Moldable Job Scheduling for HPC as a Service with Application Speedup Model and Execution Time Information”, Journal of Convergence--Section A: Computing and Communications, Vol. 4, No. 4, December 2013, pp. 14-22.
16. Kuo-Chan Huang, Ying-Lin Tsai, Hsiao-Ching Liu, “Task ranking and allocation in list-based workflow scheduling on parallel computing platform”, Journal of Supercomputing, Vol. 71, Iss. 1, January 2015, pp. 217-240. DOI: 10.1007/s11227-014-1294-7
17. Kuo-Chan Huang, Wei Hsieh, Chun-Hao Hung, “Online Scheduling of Moldable Jobs with Deadline”, International Journal of Electronics and Information Engineering, Vol.2, No.2, pp.73-77, June 2015.
18. Kuo-Chan Huang, Bo-Jun Shen, “Service Deployment Strategies for Efficient Execution of Composite SaaS Applications on Cloud platform”, Journal of Systems and Software, Vol. 107, pp. 127-141, September 2015.
19. Ying-Lin Tsai, Hsiao-Ching Liu, Kuo-Chan Huang, “Adaptive Dual-Criteria Task Group Allocation for Clustering-Based Multi-Workflow Scheduling on Parallel Computing Platform”, The Journal of Supercomputing, Volume 71, Issue 10, pp. 3811-3831, October 2015. DOI: 10.1007/s11227-015-1469-x.
20. Kuo-Chan Huang, Di-Syuan Gu, Hsiao-Ching Liu, Hsi-Ya Chang, “Task Clustering Heuristics for Efficient Execution Time Reduction in Workflow Scheduling”, Journal of Computers, Vol. 28, No. 1, 2017, pp. 43-56.
21. Kuo-Chan Huang, Mu-Jung Tsai, Sin-Ji Lu, Chun-Hao Hung, “SLA-constrained service selection for minimizing costs of providing composite cloud services under stochastic runtime performance”, SpringerPlus, 5:294, March 2016.
22. Yi-Rong Wang, Kuo-Chan Huang, Feng-Jian Wang, “Scheduling Online Mixed-Parallel Workflows of Rigid Tasks in Heterogeneous Multi-Cluster Environments”, Future Generation Computer Systems, Vol. 60, pp. 35-47, July 2016.
23. Feng-Jian Wang, Yen-Hao Chiu, Chia-Ching Wang, Kuo-Chan Huang, “A Referral-Based QoS Prediction Approach For Service-Based Systems”, to appear in Journal of Computers, Vol. 13, No. 2, pp. 176-186, February 2018.
24. Kuo-Chan Huang, Wei-Ya Wu, Feng-Jian Wang, Hsiao-Ching Liu, and Chun-Hao Hung, “An Iterative Expanding and Shrinking Process for Processor Allocation in Mixed-Parallel Workflow Scheduling”, SpringerPlus, 5:1138, July 2016, doi:10.1186/s40064-016-2808-y.
25. Meng-Han Tsai, Kuan-Chou Lai, Hsi-Ya Chang, Kuan Fu Chen, Kuo-Chan Huang, “Pewss: A Platform of Extensible Workflow Simulation Service for Workflow Scheduling Research”, Software: Practice and Experience, Vol. 48, Iss. 4, pp. 796-819, April 2018.
26. Kuo-Chan Huang, Chun-Hao Hung, Wei Hsieh, “Revenue Maximization for Scheduling Deadline-Constrained Moldable Jobs on High Performance Computing as a Service Platforms”, International Journal of High Performance Computing and Networking, Vol. 11, No. 1, pp. 1-13, 2018.
27. Kuo-Chan Huang, Jia-Jun Yeh, Wei-Chiao Huang, Yan-Rong Guo, Lung-Pin Chen, “Exploring Effects of Fully Probing Sequence on Solving Nonogram Puzzles”, ICGA Journal, Vol. 40, No. 4, pp. 397-405, 2018.
28. Lung-Pin Chen, Kuo-Chan Huang, “Solving Nonogram Puzzles by Using Group-Based Fully Probing”, ICGA Journal, Vol. 40, No. 4, pp. 387-396, 2018.
29. Yu-Chun Lu, Chih-Kai Lin, Kuan-Chou Lai, Meng-Han Tsai, Ying-Jhih Wu, Hsi-Ya Chang, Kuo-Chan Huang, “Service Deployment and Scheduling for Improving Performance of Composite Cloud Services”, Computers and Electrical Engineering, Vol. 74, pp. 616-634, March 2019.
30. Ying-Jhih Wu, Shuo-Ting Yu, Kuan-Chou Lai, Amit Chhabra, Hsi-Ya Chang, Kuo-Chan Huang, “Two-Level Utilization-Based Processor Allocation for Scheduling Moldable Jobs”, The Journal of Supercomputing, Vol. 76, No. 12, pp. 10212-10239, December 2020.
31. Amit Chhabra, Kuo-Chan Huang, Nebojsa Bacanin, Tarik A. Rashid, “Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic”, The Journal of Supercomputing, Online First Published: 17 January 2022.
32. Hok-Leung Kung, Shu-Jun Yang, Kuo-Chan Huang, “An improved Monte Carlo Tree Search approach to workflow scheduling”, Connection Science, Vol. 34, No. 1, pp. 1221-1251, 2022.
Book Chapters
Book Chapters
1. Kuo-Chan Huang, Po-Chi Shih, and Yeh-Ching Chung, “Effective Resource Allocation and Job Scheduling Mechanisms for Load Sharing in a Computational Grid”, Handbook of Research on Grid Technologies and Utility Computing: Concepts for Managing Large-Scale Applications, Edited by Emmanuel Udoh and Frank Zhigang Wang, Information Science Publishing, May 31, 2009, ISBN: 978-1605661841.
2. Kuo-Chan Huang, Po-Chi Shih, and Yeh-Ching Chung, “QoS-based Job Scheduling and Resource Management Strategies for Grid Computing”, Quantitative Quality of Service for Grid Computing: Applications for Heterogeneity, Large-Scale Distribution and Dynamic Environments, Edited by Lizhe Wang, Jinjun Chen, and Wei Jie, Information Science Reference, May 5, 2009, ISBN: 978-1605663708.
3. Kuo-Chan Huang, Po-Chi Shih, and Yeh-Ching Chung, “Moldable Job Allocation for Handling Resource Fragmentation in Computational Grid”, Cloud, Grid and High Performance Computing: Emerging Applications, Edited by Emmanuel Udoh, Information Science Reference, June 2011, pp. 58-71, ISBN: 978-1609606039.
Conference Papers
Conference Papers
1. Feng-Jian Wang, Chin-Hong Chen, and Kuo-Chan Huang, ”MVC: A Framework for Distributed Collaborative Software”, Proceedings of National Computer Symposium, 1993, pp. 357-364.
2. Pei-Chi Wu, Kuo-Chan Huang, Jiun-Liang Chen, Chin-Peng Choo, Feng-Jian Wang, Jyun-Hwei Tsai, and Zheng-Yao Su, ”Applying Object-Orientation to Scientific Applications”, Proceedings of International Conference on High-Performance Computing, 1995.
3. Pei-Chi Wu, and Kuo-Chan Huang, ”Parallel Use of Multiplicative Congruential Random Number Generators”, Proceedings of International Conference on High-Performance Computing, 1995.
4. Jyun-Hwei Tsai, Kuo-Chan Huang, and Shyi-Ching Lin, ”Parallelized Monte Carlo/Fluid Hybrid Models of RF Glow Discharges Using PVM”, Proceedings of International Conference on High-Performance Computing, 1995.
5. Kuo-Chan Huang, Pei-Chi Wu, and Feng-Jian Wang, ”Developing High-Performance Scientific Applications in Distributed Computing Environments”, Proceedings of the Fifth IEEE Computer Society Workshop on Future Trends of Distributed Computing Systems, 1995, pp. 308-312.
6. Kuo-Chan Huang, Jyun-Hwei Tsai, and Feng-Jian Wang, “Parallel Computation of Loosely Synchronous System with Time-Increasing Data Set”, Proceedings of the Second Symposium on Computer and Communication technology, 1996, pp. 50-56.
7. Kuo-Chan Huang, Pei-Chi Wu, and Feng-Jian Wang, “A Distributed Object-Oriented Simulation of Ising Model,” Proceeding of 7th Workshop on Object-Oriented Technology and Applications. (1996)
8. Kuo-Chan Huang, and Feng-Jian Wang, "Design Patterns for Parallel Computations of Master-Slave Model," Proceedings of the First International Conference on Information, Communications & Signal Processing, ICICS'97,1997, pp. 1508-1512
9. Kuo-Chan Huang, Yi-Chu Liao, Yui-Chung Chen, Chi-Zi Liao, and Feng-Jian Wang, "Experience in Developing an Internet-Based Interactive Problem-Solving Environment," Proceedings of the 8th Workshop on Object-Oriented Technology and Applications, 1997, pp. 177-186
10. Yui-Chung Chen, Kuo-Chan Huang, Yi-Chu Liao, Chi-Zi Liao, and Feng-Jian Wang, “Concurrent Computing for Interaction-Sensitive Software Systems,” Internet98
11. Fang-Pang Lin and Kuo-Chan Huang, “Methodology for Construction of Numerical Wind Tunnel on Distributed System”, 10th PCFD Conference
12. Fang-Pang Lin and Kuo-Chan Huang, “A Component-Based Approach for Software Development in Scientific Computation”, HPCAsia’98.
13. Kuo-Chan Huang, Shih-Hung Chen, Jyun-Hwei Tsai, and Feng-Jian Wang, “An Internet-Based Multi-User Problem-Solving Environment,” HPCAsia’98.
14. Kuo-Chan Huang and Jyun-Hwei Tsai, “Adaptive Parallelized Monte Carlo Model of Low-Pressure Plasma Processing”, 10th PCFD Conference
15. H.Y. Chang, S.C. Tcheng and K.C. Huang, “Performance of a Weather Prediction Model on Parallel Machines,” Proceedings, 1999 Advanced Simulation Technologies Conference, High Performance Computing Symposium, The Society for Computer Simulation International, San Diego, USA, April 11-15, 1999
16. Fang-Pang Lin, Kuo-Chan Huang and Ren-Jieh Shih, “System Prototype and Application Integration for Numerical Wind Tunnel,” 6th NCFD, Taiwan, August 1999.
17. Hsi-Ya Chang, Jya-Jang Tsai, Cherng-Yeu Shen, Kuo-Chan Huang, Chaur-Yi Chou, “The Use of PC Cluster in Scientific Computing,” 6th NCFD, Taiwan, August 1999.
18. C.Y. Chou, S.C. Tcheng, K.C. Huang, H.Y. Chang, and C.Y. Shen, “Benchmarcking and Performance Evaluation of PC Cluster,¨ 6th National Conference on Computational Fluid Dynamics, Taitung, Taiwan, ROC, August 27-29, 1999.
19. 周朝宜、鄭守成、黃國展、張西亞，”PC Cluster作為高效能科學與工程計算平台之效能分析,” NCS’99,中華民國電腦學會，台灣台北，December 20~21, 1999
20. 張西亞, 鄭守成, 黃國展, 周朝宜, “叢集架構上氣象模式之平行處理”, 電子計算機於土木水利工程應用, 台灣台中, February 17~18, 2000
21. C.S. Yu, H.Y. Chang, S.T. Tcheng and K.C. Huang, “Modeling Tidal Flow Currents in the Taiwan Strait on Parallel Computers,” High Performance Computing Symposium, ASTC2000 Conference, Washington D.C., USA, April 16~20, 2000
22. Min Chen, Kuo-Chan Huang, Hsi-Ya Chang, “An Experimental PC Cluster Management Software Environment,” High Performance Computing Symposium 2000, April 16-20, Washington, DC.
23. Kuo-Chan Huang, Hsi-Ya Chang, Cherng-Yeu Shen, Chaur-Yi Chou, Shou-Cheng Tcheng, “Benchmarking and Performance Evaluation of NCHC PC Cluster,” APSCC’2000 in HPCAsia2000.
24. Kuo-Chan Huang, Hsi-Ya Chang, Min Chen, Shou-Cheng Tcheng, Chaur-Yi Chou, “Metacomputing for Parallel MPI Programs on PC Clusters Connected Through Public Internet,” High Performance Computing Symposium in ASTC 2001 Conference, Seattle, USA, April 2001
25. 周朝宜、黃國展、張西亞、鄭守成，”NCHC PC Cluster 效能分析及叢集管理與應用軟體發展”，第一屆離島資訊技術與應用研討會，澎湖馬公國立澎湖技術學院，90年6月8日。
26. 周朝宜、黃國展、鄭守成、張西亞, “高效能電腦叢集在計算流力的應用”, 第八屆全國計算流體力學學術研討會，宜蘭香格里拉休閒農場，90年8月18~20日。
27. 陳正達, 簡芳菁, 黃國展, “個人電腦叢集平行運算系統在大氣科學數值計算應用的潛力初探”, 第七屆大氣科學研討會, 90年.
28. Hsi-Ya Chang, Kuo-Chan Huang, Chaur-Yi Chou, “A Monitoring and Management Software Environment for PC Clusters”, 2001 International Symposium on Distributed Computing and Applications to Business, Engineering and Science, Wuhan, P.R. China, October 15--19, 2001.
29. Hsi-Ya Chang, Kuo-Chan Huang, Min Chen, Chia-Hsin Hou, Guo-Xin Hong, “Cmeta: A Cluster Management Enabling Toolbox for Administrators”, High Performance Computing Symposium in ASTC 2002 Conference, April 14-18, San Diego, California
30. 陳正達、黃國展, “個人電腦叢集平行高速運算系統在氣候模擬方面的應用”, Conference of Earth System Sciences, June 3-4, 2002, College of Earth Sciences, National Central University, Taiwan.
31. H.Y. Chang, S.C. Tcheng, K.C. Huang and W.R. Hsu, “PC Cluster and Parallel Computing of a Nonhydrostatic Model,” Conference of Earth System Sciences, Chuli, Taiwan, June 3~4, 2002.
32. 黃國展、陳敏、周朝宜、張西亞，”PC Cluster上叢集及工作管理軟體之發展”，第二屆離島資訊技術與應用研討會(ITAOI 2002)，澎湖技術學院國際會議廳，中華民國91年6月7~8日。
33. Kuo-Chan Huang, Min Chen, Hsi-Ya Chang, I-Chao Chen, Chun-Yu Chen, “Simulation Analysis of Resource Allocation Policies on Space-Sharing PC Clusters and Parallel Computers”, The 2002 International Conference on Parallel andDistributed Processing Techniques and Applications (PDPTA'02), Las Vegas, USA, June 24-27, 2002.
34. Kuo-Chan Huang, Min Chen, Hsi-Ya Chang, “Adaptive Processor Allocation for Time-Varying Workload in Loosely-Synchronous Parallel Computation”, Proceedings of the ISCA 15th International Conference on Parallel and Distributed Computing Systems (PDCS-2002), the Galt House Hotel, Louisville, Kentucky, USA, September 19-21, 2002
35. 周朝宜、鄭守成、黃國展、張西亞、王順泰, “Performance Merit of RFS on Myrinet-based PC Cluster”, 第九屆全國計算流體力學學術研討會，台南曾文水庫山芙度假大酒店，91年8月24~26日。
36. Kuo-Chan Huang, Hsi-Ya Chang, “A Load-Sharing Computational Grid Testbed of Linux Clusters and Supporting Toolkits”, Proceedings of the International Conference on Computer, Communication and Control Technologies: CCCT '03, July 31, August 1-2, 2003 - Orlando, Florida, USA.
37. 黃國展、陳俊佑、陳怡超、張西亞，”計算格網中工作負載分擔效益之研究”, 第三屆離島資訊技術與應用研討會，民國92年06月27日，澎湖馬公。
38. 周朝宜、鄭守成、黃國展、張西亞、王順泰，”個人電腦叢集系統在氣象模式應用之效能分析”(Performance Merit of PC Cluster for Atmospheric Forecast System)，第十屆全國計算流體力學學術研討會，(The 10th National Computational Fluid Dynamics Conference), 花蓮，中華民國92年8月
39. Kuo-Chan Huang, “Scheduling Jobs to Keep Reasonable Waiting Time on Parallel Computers”, Proceedings of the First Workshop on Grid Technologies and Applications, December 7-8, 2004, Hsinchu, Taiwan.
40. 黃國展，”計算格網平台上不同工作負載分擔模式之效能評估”, 第四屆離島資訊技術與應用研討會，國立澎湖技術學院，澎湖縣馬公市，中華民國94年5月20日。
41. Kuo-Chan Huang, Hsi-Ya Chang, “Performance Evaluation of Load Sharing Policies on Computing Grid”, Proceedings of the 2005 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'05), Las Vegas, USA, June 27-30, 2005, pp. 217-223.
42. Kuo-Chan Huang, “Searching for Better Load Sharing Methods on Computing Grid”, Proceedings of the Second Workshop on Grid Technologies and Applications, December 7-8, 2005, Hualien, Taiwan.
43. Kuo-Chan Huang, “Evaluation of Non-FCFS Policies for Variable Partitioning Based Job Scheduling on Computing Cluster”, Proceedings of the 12th Workshop on Compiler Techniques for High-Performance Computing, pages 130-137, Tainan, Taiwan, March 16-17, 2006.
44. Kuo-Chan Huang, “Processor Allocation Methods for Reducing Cross-Site Parallel Jobs on Computing Grid”, 第五屆離島資訊技術與應用研討會，國立金門技術學院，金門縣，中華民國95年6月2日。
45. Kuo-Chan Huang and Hsi-Ya Chang, “An Integrated Processor Allocation and Job Scheduling Approach to Workload Management on Computing Grid”, Proceedings of the 2006 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'06), Las Vegas, USA, June 26-29, 2006, pp. 703-709.
46. Kuo-Chan Huang, “Performance Evaluation of Adaptive Processor Allocation Policies for Moldable Parallel Batch Jobs”, Proceedings of the Third Workshop on Grid Technologies and Applications, December 7-8, 2006, Hsinchu, Taiwan.
47. Kuo-Chan Huang, Po-Chi Shih, and Yeh-Ching Chung, “Towards Feasible and Effective Load Sharing in a Heterogeneous Computational Grid”, Second International Conference on Grid and Pervasive Computing, GPC 2007, Lecture Notes in Computer Science, Editors: Christophe Cerin and Kuan-Ching Li, vol. 4459, pp. 229-240, Springer, Paris, France, May 2-4, 2007. (EI) (NSC 94-2213-E-432-001-)
48. C.Y. Chou, H.Y. Chang, S.T. Wang, K.C. Huang and C.Y. Shen, “An Improved Model for Predicting HPL Performance,” Second International Conference on Grid and Pervasive Computing, GPC 2007, Lecture Notes in Computer Science, Editors: Christophe Cerin and Kuan-Ching Li, vol. 4459, pp. 158-168, Springer, Paris, France, May 2-4, 2007. (EI)
49. Kuo-Chan Huang, Po-Chi Shih, and Yeh-Ching Chung, “Using Moldability to Improve Scheduling Performance of Parallel Jobs on Computational Grid”, accepted to appear in the Proceedings of the Second International Conference on Grid and Pervasive Computing, GPC 2008, May 25-28, 2008 (NSC 95-2221-E-432-004-)
50. Po-Chi Shih, Hsi-Min Chen, Yeh-Ching Chung, Chien-Min Wang, Ruay-Shiung Chang, Ching-Hsien Hsu, Kuo-Chan Huang, Chao-Tung Yang, “Middleware of Taiwan UniGrid”, Proceedings of the 23rd Annual ACM Symposium on Applied Computing, Ceará, Brazil, March 16 - 20, 2008.
51. Chau-Yi Chou, Hsi-Ya Chang, Kuo-Chan Huang, Shuen-Tai Wang, Cheng-Yeu Shen, “Evaluation of Task Mapping Schemes on Cluster Systems”, Proceedings of the 2008 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'08), Las Vegas, USA, July 14-17, 2008.
52. Ching-Hong Tsai, Kuo-Chan Huang, Feng-Jian Wang, “Dynamic Provisioning of a Parallel Workflow Management System”, Proceedings of the International Symposium on Advances in Parallel and Distributed Computing Techniques (APDCT-08 in conjunction with ISPA 2008), Sydney, Australia. December 10-12, 2008.
53. Kuo-Chan Huang, Kuan-Po Lai, Kuan-Chou Lai, “Development of a Stable Scheduling and Allocation Approach under Different Workloads in Computing Grid”, Proceedings of the 5th Workshop on Grid Technologies and Applications, December 12-13, 2008, National University of Tainan, Tainan, Taiwan.
54. Kuo-Chan Huang, Hsi-Ya Chang, Kuan-Chou Lai, “An Integrated Job Scheduling and Processor Allocation Framework in a Multi-Cluster Environment”, Proceedings of HPC Asia 2009, March 2-5, 2009, Kaohsiung, Taiwan.
55. Kuo-Chan Huang, Kuan-Po Lai, Hsi-Ya Chang, “Adaptive Processor Allocation with Estimated Job Execution Time in Heterogeneous Computing Grid”, Proceedings of the First International Workshop on Workflow Management in Service and Cloud Computing (WMSC2009) in Conjunction with the 7th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA-09), Chengdu and Jiuzhai Valley, China, 10-12 August 2009.
56. I-Chen Wu, Chingping Chen, Ping-Hung Lin, Kuo-Chan Huang, Lung-Ping Chen, Der-Johng Sun, Yi-Chih Chan, Hsin-Yun Tsou, “A Volunteer-Computing-Based Grid Environment for Connect6 Applications”, Proceedings of the 2009 IEEE International Conference on Computational Science and Engineering (CSE-09), August 29-31, 2009, Vancouver, Canada.
57. 徐英哲、洪千惠、張芝華、簡郁菱、黃國展，” 雲端計算平台上之B2B商業流程管理系統”，2009第二十屆物件導向技術及應用研討會，2009年11月20日，東海大學。
58. 賴冠伯、黃國展、李東穎，”計算格網中工作排程及處理器配置方法之研究”，2009全國計算機會議，2009年11月27~28日，臺北大學。
59. Po-Chi Shih, Kuo-Chan Huang, Yeh-Ching Chung, “Improving Processor Allocation in Heterogeneous Computing Grid through Considering Both Speed Heterogeneity and Resource Fragmentation”, Proceedings of the 10th International Symposium on Pervasive Systems, Algorithms, and Networks (I-SPAN), December 14-16, 2009, Kaohsiung, Taiwan.
60. Kuo-Chan Huang, “On Effects of Resource Fragmentation on Job Scheduling Performance in Computing Grids”, Proceedings of the 10th International Symposium on Pervasive Systems, Algorithms, and Networks (I-SPAN), December 14-16, 2009, Kaohsiung, Taiwan.
61. Kuo-Chan Huang, Dong-Ying Li, Kuan-Po Lai, Kuan-Chou Lai, “Site Selection Policies for Processor Allocation in Computing Grid”, Proceedings of the 6th Workshop on Grid Technologies and Applications (WoGTA’09), December 18-19, 2009,Taitung,Taiwan.
62. 賴冠伯、黃國展、李東穎，”支援計算格網中工作排程及處理器配置方法研究之模擬平台”, 第一屆兩岸軟體技術學術研討會，台北，台灣，2010年3月27日-28日 圓山飯店。
63. Chih-Chiang Hsu, Kuo-Chan Huang, and Feng-Jian Wang, “Online Scheduling of Workflow Applications in Grid Environment”, Proceedings of the 5th International Conference on Grid and Pervasive Computing, May 10-14, 2010, National Dong Hwa University, Hualien, Taiwan.
64. Hui-Zhen Zhou, Kuo-Chan Huang, and Feng-Jian Wang, “Dynamic Resource Provisioning for Interactive Workflow Applications on Cloud Computing Platform”, Proceedings of the 2nd Russia-Taiwan Symposium on Methods and Tools of Parallel Programming Multicomputers (MTPP 2010), May 16-19, 2010, Vladivostok, Russia.
65. Lung-Pin Chen, Tsai-De Chou, Kuo-Chan Huang, “Finding Minimum Cost Deployment Strategy for Service Components with Shared Resources”, Proceedings of the 15th Mobile Computing Workshop, May 28, 2010, Taichung, Taiwan.
66. 徐英哲、蔡英麟、黃則齊、王惠玲、黃國展，”群組化商業流程管理系統之雲端運算服務”，TANET 2010臺灣網際網路研討會，10月27~29日，2010，臺南市(臺南大學主辦) ，臺灣。
67. Kuo-Chan Huang, Kuan-Po Lai, “Processor Allocation Policies for Reducing Resource Fragmentation in Multi-Cluster Grid and Cloud Environments”, Proceedings of International Computer Symposium (ICS 2010), December 16-18, 2010, Tainan, Taiwan.
68. He-Jhan Jiang, Kuo-Chan Huang, Kuan-Chou Lai, “A Discontinuous Gap Search Scheme for Scheduling Multiple Workflows in HPC Cloud Environments”, Proceedings of the 2011 Symposium on Cloud and Service Computing, National Taiwan University, Taipei, Taiwan, Jan 20 and 21, 2011.
69. Po-Chi Shih, Kuo-Chan Huang, Che-Rung Lee, I-Hsin Chung, Yeh-Ching Chung, “A Performance Goal Oriented Processor Allocation Tecnique for Centralized Heterogneous Multi-Cluster Environments”, Proceedings of the 11th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGRID 2011), Newport Beach, CA, USA, May 23 ~26, 2011.
70. He-Jhan Jiang, Kuo-Chan Huang, Hsi-Ya Chang, Di-Syuan Gu, Po-Jen Shih, “Scheduling Concurrent Workflows in HPC Cloud Through Exploiting Schedule Gaps”, Proceedings of the 11th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2011), Melbourne Australia, October 24~26, 2011, Lecture Notes in Computer Science, 2011, Volume 7016/2011, pp. 282-293. (EI)
71. Yi-Rong Wang, Kuo-Chan Huang and Feng-Jian Wang, “Online Scheduling for Mixed-Parallel Workflows”, Proceedings of the Third Asia-Pacific Symposium on Internetware (Internetware 2011), Nanning, Guangxi, China, December 1-2, 2011.
72. Kuo-Chan Huang, Di-Syuan Gu, He-Jhan Jiang, Kuan-Chou Lai, Jerry Ko and En Tzu Wang, “A Critical Path Clustering Heuristic for Workflow Scheduling in HPC Cloud”, Proceedings of the 2012 Symposium on Cloud and Service Computing, National Taichung University of Education, Taichung, Taiwan, Feb 23 and 24, 2012.
73. Kuo-Chan Huang, Po-Jen Shih and Kuan-Chou Lai, “Join-Queue-Anytime: An Efficient Request Disptching Mechanism for Large Scale Cloud Services”, Proceedings of the 2012 Symposium on Cloud and Service Computing, National Taichung University of Education, Taichung, Taiwan, Feb 23 and 24, 2012.
74. Ying-Lin Tsai, Kuo-Chan Huang, Hsi-Ya Chang, Jerry Ko, En Tzu Wang, Ching-Hsien Hsu, “Scheduling Multiple Scientific and Engineering Workflows Through Task Clustering and Best-Fit Allocation”, Proceedings of the IEEE SWF 2012 workshop in conjunction with the 8th IEEE World Congress on Services, 2012, June 24-29 2012, Honolulu, Hawaii, USA.
75. Po-Jen Shih, Kuo-Chan Huang, Kuan-Chou Lai and Hsi-Ya Chang, “Efficient Distributed Request Dispatching for Large-Scale Cloud Services”, Proceedings of IADIS International Conference Applied Computing 2012, October 19-21 2012, Madrid, Spain.
76. Kuo-Chan Huang, Bo-Jyun Shen, Tsung-Ju Lee, Hsi-Ya Chang, Yuan-Hsin Tung, Pin-Zei Shih, “Resource Allocation and Dynamic Provisioning for Service-Oriented Applications in Cloud Environment”, Proceedings of 2012 IEEE 4th International Conference on Cloud Computing Technology and Science, December 3-6 2012, the Grand Hotel, Taipei, Taiwan, pp. 839-844.
77. Kuo-Chan Huang, Tse-Chi Huang, Yuan-Hsin Tung, Pin-Zei Shih, “Effective Processor Allocation for Moldable Jobs with Application Speedup Model”, Smart Innovation, Systems and Technologies, Volume 21, 2013 (Proceedings of International Computer Symposium), December 12-14 2012, Hualien, Taiwan, pp 563-572.
78. Ying-Lin Tsai, Kuo-Chan Huang, and Kuan-Chou Lai, “Task Allocation in Workflow Scheduling on Parallel Computing Platform”, Proceedings of the 2013 Symposium on Cloud and Service Computing, National Cheng Kung University, Tainan, Taiwan, March 14 and 15, 2013.
79. Kuo-Chan Huang, Tse-Chi Huang, Mu-Jung Tsai, Hsi-Ya Chang, “Moldable Job Scheduling for HPC as a Service”, Proceedings of FutureTech 2013 : The 8th FTRA International Conference on Future Information Technology, 4-6 September, 2013, Gwangju, Korea.
80. Kuo-Chan Huang, Wei Hsieh, “Online Scheduling of Moldable Jobs with Deadline”, 全國計算機會議, 亞洲大學, 2013 年 12 月 13-14 日.
81. Kuo-Chan Huang, Mu-Jung Tsai, Xiao Qing Liu, “Cost-driven Service Selection and Composition for Composite Cloud Services under Stochastic Runtime Performance”, Proceedings of the 10th International Conference on Knowledge Community, 16-17 May, 2014, Taipei, Taiwan.
82. Kuo-Chan Huang, Chun-Hao Hung, Wei Hsieh, “Scheduling Moldable Jobs with Deadline in HPC-as-a-Service Software System”, Proceedings of the International Computer Symposium 2014, 12-14 Dec, TungHai University, Taichung, Taiwan.
83. Kuo-Chan Huang, Hsiao-Ching Liu, Hsi-Ya Chang, “Adaptive Task Allocation for Clustering-Based Workflow Scheduling”, Proceedings of the 4th International Congress on Engineering and Information (ICEAI 2015), Kyoto, Japan, 7-9 May 2015.
84. Kuo-Chan Huang, Yu-Chun Lu, Chun-Hao Hung, “Load-Aware Service Deployment for Efficient Composite SaaS Applications”, Proceedings of the 2015 National Computer Symposium (NCS2015), December 18-19 2015, Tajen University, Taiwan.
85. Kuo-Chan Huang, Sin-Ji Lu, Chun-Hao Hung, “Dynamic Service Reselection for Composite Cloud Services under Stochastic Runtime Performance”, Proceedings of the 2015 National Computer Symposium (NCS2015), December 18-19 2015, Tajen University, Taiwan.
86. Feng-Jian Wang, Yen-Hao Chiu, Chia-Ching Wang, Kuo-Chan Huang, “A Referral-Based QoS Prediction Approach For Service-Based Systems”, Proceedings of 5th International Conference on Software and Information Engineering (ICSIE 2016), Tokyo, Japan, May 11-13, 2016.
87. Kuo-Chan Huang, Ying-Jhih Wu, “Utilization-Based Moldable Job Scheduling for HPC as a Service”, TANET 2016 臺灣網際網路研討會, 東華大學, 2016年10月19~21日。
88. Kuo-Chan Huang, Meng-Han Tsai, “Task Ranking and Allocation Heuristics for Efficient Workflow Schedules”, Proceedings of International Computer Symposium (ICS 2016), National Chung Cheng University, Chia-Yi, Taiwan, December 15-17, 2016.
89. Kuo-Chan Huang, Yu-Chun Lu, Meng-Han Tsai, Ying-Jhih Wu, “Performance-Efficient Service Deployment and Scheduling Methods for Composite Cloud Services”, Proceedings of 5th International Workshop on Clouds and (eScience) Applications Management - CloudAM 2016, In conjunction with the 9th IEEE/ACM Utility and Cloud Computing (UCC), Tongji University, Shanghai, China. 6-9 December, 2016.
90. Chih-Kai Lin, Kuo-Chan Huang, “Allocation Shrinking Mechanisms for Improving Resource Utilization in Mixed Parallel Workflow Scheduling”, Proceedings of TANET 2017, Tunghai University, Taichung, Taiwan, 25-27 October, 2017.
91. Chuan-Cheng Chiang, Kuo-Chan Huang, “Service Deployment for Composite SaaS Applications Considering Concurrent Execution in Dynamic Cloud Environments”, Proceedings of TANET 2017, Tunghai University, Taichung, Taiwan, 25-27 October, 2017.
92. Kuo-Chan Huang, Jia-Jun Yeh, Wei-Chiao Huang, Yan-Rong Guo, “Exploring Effects of Fully Probing Sequence on Solving Nonogram Puzzles”, Proceedings of the 10th International Conference on Computers and Games, National Taipei University, New Taipei City, Taiwan, July 9-11, 2018.
93. Shuo-Ting Yu, Hsi-Ya Chang, Kuo-Chan Huang, “A Visualization Tool for Mixed-Parallel Workflow Scheduling Research”, Proceedings of the 24 Taiwan Academic Network Conference (TANET 2018), National Central University, Taoyuan City, Taiwan, October 24-26.
94. Kuan Fu Chen, Meng-Han Tsai, Hsi-Ya Chang, Kuo-Chan Huang, “Adaptive Workflow Scheduling Based on Machine Learning Technique”, Proceedings of the 24 Taiwan Academic Network Conference (TANET 2018), National Central University, Taoyuan City, Taiwan, October 24-26.
95. Yan-Rong Guo, Wei-Chiao Huang, Jia-Jun Yeh, Hsi-Ya Chang, Lung-Pin Chen and Kuo-Chan Huang, “On Efficiency of Fully Probing Mechanisms in Nonogram Solving Algorithm”, In: Cazenave T., van den Herik J., Saffidine A., Wu IC. (eds) Advances in Computer Games. ACG 2019. Lecture Notes in Computer Science, Vol 12516, pp. 119-130, December 2020.
96. Yi-Xue Yang, Kuo-Chan Huang, “In Search for Good Input Data for Accurate Stock Price Prediction Using Support Vector Regression”, 2020智慧金融與企業管理學術研討會, Taipei, Taiwan, 19 June, 2020.
97. 鄭紹雄、宋得榮、黃國展，”以視覺化工具輔助Nonograms解題搜尋階段相關問題研究”, TCGA 2020 電腦對局研討會, 東海大學, 2020年7月24, 25日。
98. 宋得榮、黃國展，”Nonograms中單行求解方法探討”, TCGA 2020 電腦對局研討會, 東海大學, 2020年7月24, 25日。
99. 張哲銘、林宸毅、蕭棋、黃國展，” 高效能計算雲端服務平台上具彈性平行度工作排程問題之研究”，TANET 2020-臺灣網際網路研討會，國立台灣大學綜合體育館，2020年10月28日 至 2020年10月30日。
100. 張智淵、陳秉均、黃國展，” 對手模型在電腦暗棋對局程式上效益之研究”，TANET 2020-臺灣網際網路研討會，國立台灣大學綜合體育館，2020年10月28日 至 2020年10月30日。
101. Shao-Xiong Zheng, Wei-Yuan Hsu, Kuo-Chan Huang, I-Chen Wu, “Connect6 Opening Leveraging AlphaZero and Job-Level Computing”, the 35th Annual Conference of the Japanese Society for Artificial Intelligence (the conference will be held online), June 8 – June 11, 2021.
102. Tzung-Shuan Tsai, Kuo-Chan Huang, “A Pairwisely Probing Approach to Solving Nonogram Puzzles”, Proceedings of the 26th International Conference on Technologies and Applications of Artificial Intelligence (TAAI), November 18-20, 2021, Chaoyang University of Technology, Taichung, Taiwan.
103. 林芃儀、黃國展，”以區塊挪移方式進行Nonogram求解之研究”，全國計算機會議，2021年12月10-12日，東海大學。
104. 陳秉均、黃國展，” 電腦暗棋對局程式設計中軟體架構議題探討”，全國計算機會議，2021年12月10-12日，東海大學。
105. 楊淑君、黃國展，” 以蒙地卡羅樹搜尋法及基因演算法進行具彈性平行度工作之排程”， 全國計算機會議，2021年12月10-12日，東海大學。
106. Hok-Leung Kung, Kuo-Chan Huang, “A Heuristic Guided Monte Carlo Tree Search Approach to Workflow Scheduling”, 26th Compiler Techniques & System Software for High-Performance & Embedded Computing (CTHPC), May 27-28, 2021, Institute of Information Science, Academia Sinica.
107. Shu-Jun Yang, Kuo-Chan Huang, “A Pruning-Based MCTS Approach to Moldable Job Scheduling on Parallel Computing Platforms”, 27th Compiler Techniques & System Software for High-Performance & Embedded Computing (CTHPC), May 26-27, 2022, National Central University, Taiwan.
108. 林文妍、黃國展，”Nonogram解題中以邏輯規則進行單行求解效益之探討”, 2022 TCGA 電腦對局研討會, 暨南大學, 2022年5月13, 14日。
Other Publications
Other Publications
1. 張西亞、黃國展、李先知、周朝宜、蔡佳璋、鄭守成、陳敏、朱賢良、沈澄宇、蘇正耀，”個人電腦叢集之科學計算應用，”物理雙月刊，中華民國物理學會，第二十一卷第三期，1999年6月.
2. 吳培基，黃國展，歐陽士庭，"離散平均分佈的位元平行亂數產生器"，高速計算世界，Vol. 7, No. 2, 1999年夏，pp.25-35.
3. 周朝宜、黃國展、張西亞，”HINT Benchmark 介紹”， 高速計算世界，Vol. 7, No. 3, 1999年秋，pp.21-27.
4. 蔡佳璋、張西亞、黃國展、李先知、周朝宜、鄭守成、陳敏、沈澄宇，”科學計算之新寵：個人電腦叢集”，高速計算世界，2000。
5. 張西亞、黃國展、李先知、周朝宜、蔡佳璋、鄭守成、陳敏、沈澄宇，”個人電腦叢集之建置及效能評估”，國科會科發月刊，2000。
歷年研究計畫
MuZero軟體框架及其電腦遊戲之應用－子計畫二：分散式MuZero計算平台之研究設計，科技部，2021/8/1至
2024/7/31，主持人
電腦暗棋對局程式中對弈盤面局勢優劣評估方法之研究
科技部
2020/8/1至
2021/7/31
主持人
邏輯拼圖問題解題演算法研究
科技部
2019/8/1至
2020/7/31
主持人
資源配置管理及技術在機器學習服務平台之應用開發
科技部
2019/8/1至
2020/7/31
共同主持人
基於輕量級容器技術之巨量資料運算平台運行最佳化與應用研發
科技部
2017/8/1至
2018/7/31
共同主持人
確保服務品質前提下以降低營運複合式雲端應用服務成本為目標之動態資源供應與服務請求排程方法研究
科技部
2016/8/1至
2017/7/31
主持人
巨量資料環境運算工作動態配置管理及應用技術研發
科技部
2016/8/1至
2017/7/31
共同主持人
支援高效能計算即服務之工作負載管理及先進平行工作排程方法之研究(104-2221-E-142-003-)
科技部
2015/8/1至
2016/7/31
主持人
適用於巨量資料運算平台之工作流程管理系統技術研發(104-2221-E-492-006-)
科技部
2015/8/1至
2016/7/31
共同主持人
可彈性編修及顯示拓樸結構與其所代表的資料內涵之網頁平台
勁智科技
2015/10/1至2016/7/31
主持人
雲端資源管理系統軟體架構重構及功能擴充
勁智科技
2015/3/16至2016/1/15
主持人
雲端平台上達成應用服務效能最佳化之服務部署、服務排程與資源配置、服務選擇與組合等相關技術之研究(MOST 103-2221-E-142 -009 -)
科技部
2014/8/1至
2015/7/31
主持人
雲端運算服務平台工作流程管理系統之研究與開發(103-2221-E-492-027-)
科技部
2014/8/1至
2015/7/31
共同主持人
高效能計算雲端平台上工作流程管理系統研發與排程方法研究(101-2221-E-142-002-MY2)
科技部
2012/8/1 至
2014/7/31
主持人
一個平行計算平台上安排可塑的混合平行工作流程之研究(102-2221-E-009-075-)
科技部
2013/08/01至2014/07/31
共同主持人
雲端虛擬環境資源整合與軟體共用服務技術之研發(102-2221-E-492-022-)
科技部
2013/08/01至2014/07/31
共同主持人
一個混合式平行工作流程線上排程架構之研究(101-2221-E-009-035-)
科技部
2012/08/01至2013/07/31
共同主持人
雲端虛擬平台資源配置管理及應用服務技術研發(101-2221-E-492-026-)
科技部
2012/08/01至2013/07/31
共同主持人
TaaS雲端測試管理平台之研究
中華電信
2012/6/22至2013/6/21
主持人
針對長時間運算型態設計之請求與回應溝通協定
工研院
2012/4/1 至
2012/12/31
主持人
虛擬叢集上之服務品質與服務層級協議管理
工研院
2011/4/1 至
2011/11/30
主持人
雲端環境中的虛擬叢集建置管理及服務技術應用研發(100-2221-E-492-015-)
國科會
2011/8/1 至
2012/7/31
共同主持人
大學雲：分散式雲端運算中介軟體－子計畫三:QoS 排
程與管理系統(99-2218-E-142-001-)
國科會
2010/8/1 至
2011/7/31
主持人
廣域格網環境資源虛擬化與可動態客製化隨需計算平台
應用研發(99-2221-E-492-017-)
國科會
2010/8/1 至
2011/7/31
共同主持人
適用於電腦對局遊戲之志願型計算系統及其應用問題
(99-2221-E-009-102-MY3)
國科會
2010/8/1 至
2013/7/31
共同主持人
格網環境自動化省能計算系統之研發
(98-2221-E-492-010-)
國科會
2009/8/1至
2010/7/31
共同主持人
廣域格網環境中平行計算工作溢滿自動遷徙系統之研發
(97-2221-E-492-012-)
國科會
2008/8/1至
2009/7/31
共同主持人
格網環境下之多叢集資源分配系統之研發
(96-2221-E-492-002-)
國科會
2007/8/1至
2008/7/31
共同主持人
雙魚座:點對點格網系統
子計畫二: 雙魚座之運算資源管理系統
(96-2221-E-142-006-MY3-)
國科會
2007/8/1
至
2010/7/31
主持人
建構一整合型模擬環境以進行計算叢集與格網上工作負載管理方法之研究(95-2221-E-432-004-)
國科會
2006/8/1 至 2007/7/31
主持人
GFSR產生器間隔序列之研究 (2/2)(94-2213-E-346-001-)
國科會
2005/8/1 至 2006/7/31
共同主持人
引進市場機制後格網與公用計算平台上資源配置與工作排程方法之研究(94-2213-E-432-001-)
國科會
2005/8/1 至 2006/7/31
主持人
計算格網環境建構技術與全域化管理系統研發(94-2213-E-492-004-)
國科會
2005/8/1 至 2006/7/31
共同主持人
GFSR產生器間隔序列之研究(1/2)(93-2213-E-346-008- )
國科會
2004/8/1 至 2005/7/31
共同主持人
以計算網格架構實現公用運算服務所需技術之研究(93-2213-E-432-002- )
國科會
2004/8/1 至 2005/7/31
主持人
格網運算建構技術與管理軟體環境之研發(93-2213-E-492-002- )
國科會
2004/8/1 至 2005/7/31
共同主持人
運用電腦模擬技術進行叢集與格網計算換環境中資源配置與工作排程方法之研究(92-2213-E-432-001- )
國科會
2003/8/1 至 2004/7/31
主持人
平行計算環境中工作負載模式建立及管理之研究(91-2213-E-432-001- )
國科會
2002/8/1 至 2003/7/31
主持人
東亞氣候變異與可預報度研究－子計畫六：東亞季風區的短期氣候可預報度研究(3/3)(91-2111-M-003-001- )
國科會
2002/8/1 至 2003/7/31
共同主持人
東亞氣候變異與可預報度研究－子計畫六：東亞季風區的短期氣候可預報度研究(2/3)(90-2111-M-003-002-AP1)
國科會
2001/8/1 至 2002/10/31
共同主持人
個人叢集電腦在海洋環境模式之研究與應用(90-2611-E-035-001- )
國科會
2001/8/1 至 2002/7/31
共同主持人
以 WEB-BASED 軟體環境輔助之個人電腦叢集效能分析與資源管理系統(89-2213-E-321-006- )
國科會
2000/8/1 至 2001/7/31
共同主持人
東亞氣候變異與可預報度研究－子計畫六：東亞季風區的短期氣候可預報度研究(1/3)(89-2111-M-003-006- )
國科會
2000/8/1 至 2001/10/31
共同主持人
高效能分散式平行物件導向程式語言的設計(89-2213-E-346-002- )
國科會
2000/8/1 至 2001/7/31
共同主持人
高速計算在海洋環境模式之研究與應用(89-2611-E-321-002- )
國科會
2000/8/1 至 2001/7/31
共同主持人
榮譽
107年度教育部高教深耕計畫彈性薪資支給獎勵
108年度教育部高教深耕計畫彈性薪資支給獎勵
110年度教育部高教深耕計畫彈性薪資支給獎勵
100年度國科會補助大專校院獎勵特殊優秀人才措施獎勵
101年度國科會補助大專校院獎勵特殊優秀人才措施獎勵
102年度國科會補助大專校院獎勵特殊優秀人才措施獎勵
103年度科技部補助大專校院獎勵特殊優秀人才措施獎勵
104年度科技部補助大專校院獎勵特殊優秀人才措施獎勵
105年度科技部補助大專校院獎勵特殊優秀人才措施獎勵
106年度科技部補助大專校院獎勵特殊優秀人才措施獎勵
109年度科技部補助大專校院獎勵特殊優秀人才措施獎勵
興國管理學院95學年度研究優良教師
興國管理學院95學年度教學優良教師
國立臺中教育大學97年度研究優良教師
國立臺中教育大學99年度研究優良教師
國立臺中教育大學103年度教學優良教師
國立臺中教育大學110年度教學優良教師
指導沈柏均同學獲得104年臺灣教育大學系統第一屆博碩士優良學位論文奬文理類碩士論文之優良學位論文獎
指導劉曉青同學獲得105年臺灣教育大學系統第二屆博碩士優良學位論文奬文理類碩士論文之優良學位論文獎
指導呂昱均同學獲得106年臺灣教育大學系統第三屆博碩士優良學位論文奬文理類碩士論文之優良學位論文獎
指導蔡孟翰同學獲得107年臺灣教育大學系統第四屆博碩士優良學位論文奬文理類碩士論文之優良學位論文獎
指導林智凱同學獲得108年臺灣教育大學系統第五屆博碩士優良學位論文奬文理類碩士論文之優良學位論文獎
指導陳冠甫同學獲得109年臺灣教育大學系統第六屆博碩士優良學位論文奬文理類碩士論文之優良學位論文獎
指導郭燕蓉同學獲得110年臺灣教育大學系統第七屆博碩士優良學位論文奬文理類碩士論文之優良學位論文獎
指導張智淵同學獲得111年臺灣教育大學系統第八屆博碩士優良學位論文奬文理類碩士論文之優良學位論文獎
指導郭燕蓉同學獲得110年台灣電腦對局學會碩士論文獎優等
指導林芃儀同學獲得2021年全國計算機會議最佳論文獎
指導蔡宗軒同學獲得2021年the 26th International Conference on Technologies and Applications of Artificial Intelligence (TAAI)最佳論文獎
指導林文妍同學獲得2022台灣電腦對局研討會( TCGA)「佳作論文獎」
指導黃暐喬同學獲106年度大專學生研究計畫研究創作獎
指導鄭紹雄同學獲108年度大專學生研究計畫研究創作獎
2013年指導資三甲及資四甲同學，參加由國家高速網路與計算中心舉辦之「2013全國學生叢集電腦競賽」獲得第二名。
指導葉家郡同學分別參加2013年及2014年「TCGA電腦對局研討會」中nonogram競賽項目，分別獲得第三名及第二名。
指導葉家郡同學參加TAAI 2013 Computer Game Tournaments之nonogram項目，獲得銀牌。
指導葉家郡同學參加在日本橫濱市舉辦之The Brain & Mind Sports Olympiad 2013競賽中之nonogram項目獲得銅牌。
指導葉家郡及張桓同學參加2016年「TCGA電腦對局研討會」中nonogram競賽項目，獲得金牌。
指導葉家郡、張桓、黃暐喬、郭燕蓉、黃嬿筠等同學參加2017年「TCGA電腦對局研討會」中nonogram競賽項目，獲得金牌。
指導郭燕蓉、宋得榮、蔡宗軒等同學參加2020年「TCGA電腦對局研討會」中nonogram競賽項目，獲得金牌。
指導宋得榮、蔡宗軒等同學參加2020年「Computer Olympiad」中nonogram競賽項目，獲得金牌。
· 指導陳秉均同學參加2020、2022年「Computer Olympiad」中Chinese Dark Chess競賽項目，獲得銅牌。
· 指導陳秉均同學參加2022年「TCGA電腦對局研討會」中Chinese Dark Chess競賽項目，獲得銅牌。
指導蔡宗軒等同學參加2021年「TCGA電腦對局研討會」中nonogram競賽項目，獲得金牌、銀牌。
指導劉寰宇、陳昕斈、孔德宇、曾煒程等四位碩士班同學，組隊參加「2022全國智慧製造大數據分析競賽」，榮獲優等獎及10萬元獎金(該競賽吸引全國34所大專校院及20間企業團隊，共127支隊伍參賽，經歷3個月賽程， 68隊進入決賽，由業界出題、學界解題)。
指導陳昕斈同學參加2023年「TCGA電腦對局研討會」中麻將AI競賽項目，獲得金牌。
所發表之期刊論文”Moldable Job Scheduling for HPC as a Service with Application Speedup Model and Execution Time Information”於2014年初獲得高效能計算領域國際知名專業網站HPCwire專文報導介紹(http://www.hpcwire.com/2014/02/19/scheduling-hpc-service/)
歷屆指導之研究生
96學年度入學：
賴冠伯 (已畢業，碩士論文題目: 一個支援研究計算格網中處理器配置方法之資源碎裂效應的模擬平台)
97學年度入學：
徐英哲 (已畢業，碩士論文題目: 群組化商業流程管理系統之雲端運算服務)
李東穎 (已畢業，碩士論文題目: 支援工作排程和處理器配置研究之雲端模擬平台)
(99級碩士班研究成果發表會第三名)
98學年度入學：
江和展 (已畢業，碩士論文題目: 高效能雲端運算中多重工作流程排程之研究)
(100級碩士班研究成果發表會第一名)
99學年度入學：
古迪萱(已畢業，碩士論文題目: Critical Path Clustering Heuristics for Workflow Scheduling)
(101級碩士班研究成果發表會第三名)
施博仁(已畢業，碩士論文題目: Join-Queue-Anytime: an Efficient Request Dispatching Mechanism for Large-Scale Cloud Services)
100學年度入學：
蔡英麟(已畢業，碩士論文題目: Task Allocation in Workflow Scheduling on Parallel Computing Platform)
(102級碩士班研究成果發表會第一名)
黃則齊(已畢業，碩士論文題目: Moldable Job Scheduling for HPC as a Service)
沈柏均(已畢業，碩士論文題目: Service Deployment Strategies for Efficient Execution of Composite SaaS Applications on Cloud Platform)
(臺灣教育大學系統第一屆優良博碩士學位論文獎—文理類碩士論文優良學位論文獎)
101學年度入學：
謝瑋(已畢業，碩士論文題目: Online Scheduling of Moldable Jobs with Deadline for HPC as a Service)
蔡沐容(已畢業，碩士論文題目: QoS-driven Service Selection Methods for Cost Minimization of Composite Cloud Services under Stochastic Runtime Performance)
102學年度入學：
洪俊豪(碩士論文題目: Revenue Maximization for Scheduling Deadline-Constrained Moldable Jobs on High Performance Computing as a Service Platforms)
(104級碩士班研究成果發表會佳作)
劉曉青(碩士論文題目: Task Ranking, Clustering, and Allocation in Workflow Scheduling)
(104級碩士班研究成果發表會第一名)
(臺灣教育大學系統第二屆優良博碩士學位論文獎—文理類碩士論文優良學位論文獎)
103學年度入學：
盧信吉(碩士論文題目: Dynamic service adaptation for cost minimization of composite cloud service under stochastic runtime performance)
(105級碩士班研究成果發表會第二名)
呂昱均(碩士論文題目: Dynamic service deployment and scheduling for time-varying workload on cloud computing platform)
(臺灣教育大學系統第三屆優良博碩士學位論文獎—文理類碩士論文優良學位論文獎)
104學年度入學：
蔡孟翰(碩士論文題目: A Study of Adaptive Workflow Scheduling based on Machine Learning and an Extensible Simulation Environment)
(106級碩士班研究成果發表會第一名)
(臺灣教育大學系統第四屆優良博碩士學位論文獎—文理類碩士論文優良學位論文獎)
吳盈志(碩士論文題目: Dual-Criteria Iterative Moldable Job Scheduling)
105學年度入學：
林智凱(碩士論文題目: Effective Processor Allocation in Scheduling Mixed-Parallel Workflows of Moldable Tasks)
(臺灣教育大學系統第五屆優良博碩士學位論文獎—文理類碩士論文優良學位論文獎)
蔣傳正(碩士論文題目: Service deployment and scheduling for efficient execution of composite software applications on cloud computing platform)
106學年度入學：
陳冠甫(碩士論文題目: Workload- and Resource-aware List-based Workflow Scheduling)
(臺灣教育大學系統第六屆優良博碩士學位論文獎—文理類碩士論文優良學位論文獎)
余碩庭(碩士論文題目: An Iterative Processor Allocation Refinement Approach to Moldable Job Scheduling Guided by Resource Utilization and Job Turnaround Time)
107學年度入學：
郭燕蓉(碩士論文題目: A Study of Efficient Fully Probing Mechanisms for Solving Nonogram Puzzles)
(109級碩士班研究成果發表會第二名)
(臺灣電腦對局學會110年碩士論文獎優等)
(臺灣教育大學系統第七屆優良博碩士學位論文獎—文理類碩士論文優良學位論文獎)
龔學良(碩士論文題目: A Neural Network Assisted Monte Carlo Tree Search Approach to Workflow Scheduling)
108學年度入學：
楊易學 (碩士論文題目: A Study of Stock Price Prediction based on Machine Learning Methods)
(110級碩士班研究成果發表會第二名)
張智淵 (碩士論文題目: Evaluating the Effectiveness of Opponent Model in Chinese Dark Chess Program)
(臺灣教育大學系統第八屆優良博碩士學位論文獎—文理類碩士論文優良學位論文獎)
109學年度入學：
蔡宗軒(碩士論文題目: A Study on Fully Probing and Backtracking Algorithms in Solving Nonogram Puzzles)
(111級碩士班研究成果發表會第一名)
陳秉均(碩士論文題目: The Design of a Chinese Dark Chess Program Based on Game Tree Search and Neural Network)
(111級碩士班研究成果發表會第三名)
110學年度入學：
陳昕斈
劉寰宇
孔德宇
111學年度入學：
詹東昇
曾煒程
大專生指導(科技部大專生研究計畫)
1. 李宗儒同學科技部大專學生研究計畫，「雲端環境中具適應性的動態資源供應方法之研究」，100年度(計畫編號: 100-2815-C-142-001-E)
2. 陳貞瑋同學科技部大專學生研究計畫，「開發有助於提升開放式專注能力之自我訓練輔助雲端平台之研究」，103年度(計畫編號: 103-2815-C-142-018-E)
3. 葉家郡同學科技部大專學生研究計畫，「提升Nonogram問題求解速度之演算法與整合性實作研究」，103年度(計畫編號: 103-2815-C-142-015-E)
4. 賴韋博同學科技部大專學生研究計畫，「支援平行工作排程研究之模擬實驗與分析雲端服務平台」，104年度(計畫編號: 104-2815-C-142-005-E)
5. 張濟淮同學科技部大專學生研究計畫，「以container技術與microservice架構開發服務導向雲端應用系統執行環境與相關服務佈署與選擇議題研究」，105年度(計畫編號: 105-2815-C-142- 009-E)
6. 黃暐喬同學科技部大專學生研究計畫，「以機器學習技術與蒙地卡羅樹搜尋方法提升Nonogram解題速度之研究」，106年度(計畫編號: 106-2813-C-142-018-E) (獲106年度大專學生研究計畫研究創作獎)
7. 黃柏穎同學科技部大專學生研究計畫，「雲端服務導向之開放式平行工作排程與管理系統架構設計及實作」，106年度(計畫編號: 106-2813-C-142-017-E)
8. 張柏凱同學科技部大專學生研究計畫，「以區塊鏈技術實現去中心化應用服務之系統實作與相關技術研究」，107年度(計畫編號: 107-2813-C-142-044-E)
9. 呂易澄同學科技部大專學生研究計畫，「設計與實作一個去中心化遊戲平台以進行區塊鏈技術與應用研究」，108年度(計畫編號: 108-2813-C-142-005-E)
10. 鄭紹雄同學科技部大專學生研究計畫，「同時考量實作技術與演算法優化之Nonograms競賽解題程式研發」，108年度(計畫編號: 108-2813-C-142-001-E) (獲108年度大專學生研究計畫研究創作獎)
11. 林芃儀同學科技部大專學生研究計畫，「區塊導向之Nonogram解題演算法研究」，110年度(計畫編號: 110-2813-C-142-003-E)
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