Last updated: (2024/10/01)

Office Place: 求真樓K810

Tel: +886-4-22183810

Fax: +886-4-22183580

E-mail: kclai@mail.ntcu.edu.tw

Courses (PPT)

• Introduction to Computer Science

• Algorithm

• Cloud Computing 

• Cloud Programming 

• Machine Learning

Education:

• Sept. 1991 - Feb. 1996

Ph.D., Institute of Computer Science and Information Engineering, 

National Chiao Tung University.

• Sept. 1989 - June 1991 

M. S., Institute of Computer Science and Information Engineering,

National Cheng Kung University.

• Sept. 1985 - June 1989 

B. S., Department of Information Engineering and Computer Science,

Feng Chia University.

Research Interests:

• Cloud / Grid / P2P Computing

• Edge Computing

• Computer Architecture / Parallel Processing / Distributed Computing

• Parallel Compiler

• Deep Learning / Machine Learning

• Big Data Analysis

Experiences

• 2013.1 ~ 2024.12    台灣雲端計算學會，理事

• 2011.1 ~ 2012.12    台灣雲端計算學會，常任監事

• 2009.1 ~ 2010.12    台灣雲端計算學會，監事

• 2007.1 ~ 2008.12    台灣格網計算學會，理事

MOST Projects (recent 15 years)

• Project Director

2023.08-2025.07 基於雲原生之多租戶微服務資源配置/部署機制(112-2221-E-142 -003 -MY2) (二年期計畫)

2022.08-2023.07 多租戶容器計算平台之資源動態供應(111-2221-E-142-004-)

2021.08-2022.07 IaaS雲端環境中支援智慧計算服務之分散式計算平台(110-2221-E-142-002-)

2018.08-2021.10 具邊緣計算之多雲環境中巨量資料串流計算之資源管理(107-2221-E-142-004-MY3) (三年期計畫)

2017.08-2018.10多雲環境中支援大規模圖形計算應用的跨雲虛擬叢集運算系統(106-2221-E-142-002-)

2014.08-2017.10 聯邦雲中支援巨量資料分析之高效能叢集運算(103-2221-E-142 -001 -MY3) (三年期計畫)

2013.08-2014.10 在多雲環境中針對多任務計算之彈性資源供應技術之研發(102-2221-E-142 -002 -)

2012.08-2013.10 甜甜圈之動態資源管理系統(II) (101-2221-E-142 -001 -)

2008.08-2011.10輕量化P2P格網平台之研究與建置 (97-2221-E-142 -001 -MY3) (三年期計畫)

2006.08-2007.10 運算網格中具延展性工作排程及負載平衡技術之研發與實作 (95-2221-E-142 -004 -)

2006.11-2008.01 P2P網格之承索資料複製技術 (95-2622-E-142 -001 -CC3)

• Project Co-Director

2023.6-2024.5 智慧製造數位孿生之實現－智慧製造數位孿生之實現(3/3) (112-2218-E-006 -017 -)

2022.6-2023.5 智慧製造數位孿生之實現－智慧製造數位孿生之實現(2/3) (111-2218-E-006 -012 -)

2021.6-2022.5 智慧製造數位孿生之實現－智慧製造數位孿生之實現(1/3) (110-2218-E-006-027-)

2021.2-2022.1 雲運算技術與服務產學聯盟(3/3) (110-2622-8-007-010-TE2)

2020.11-2021.08 基於容器技術之先進製造物聯雲--基於容器技術之先進製造物聯雲(3/3) (109-2218-E-006 -007 –)

2020.02-2021.01 雲運算技術與服務產學聯盟(2/3) (109-2622-8-007 -017 -TE2)

 2019.12-2020.10 基於容器技術之先進製造物聯雲--基於容器技術之先進製造物聯雲(2/3) (108-2218-E-006 -029 - )

2019.02-2020.01 雲運算技術與服務產學聯盟(1/3) (108-2622-8-007 -014 -TE2)

2018.12-2019.11 基於容器技術之先進製造物聯雲--基於容器技術之先進製造物聯雲(1/3) (107-2218-E-006 -055 – )

2018.02-2019.01 雲運算技術與服務產學聯盟(3/3) (107-2622-8-007 -004 -TE2)

2017.02-2018.01 雲運算技術與服務產學聯盟(2/3) (106-2622-8-007 -005 -TE2)

2016.08-2017.07 前瞻通訊網路應用平台技術－城市計算平台之研發(3/3) (105-2218-E-007 -011 - )

2016.02-2017.01 雲運算技術與服務產學聯盟(1/3) (105-2622-8-007 -005 -TE2)

2015.08-2016.09 前瞻通訊網路應用平台技術－城市計算平台之研發(2/3) (104-3115-E-007 -004 -)

 2014.11-2015.08 前瞻通訊網路應用平台技術－城市計算平台之研發(1/3) (103-2218-E-007 -021 -)

 2011.08-2012.10 社群網路中無所不在多媒體的管理系統 (100-2221-E-126 -001 - )

2011.08-2012.07 PARA-雲端環境中虛擬主機動態管理於效能及耗能之研究 (100-2221-E-126 -006 -)

2011.08-2012.07 個人雲-建構無所不在客製化個人雲端平台 (100-2221-E-216 -010 - )

2010.08-2011.07 大學雲：分散式雲端運算中介軟體--總計畫 (99-2218-E-007 -013 - )

2010.11-2011.10 普及健康服務格網：以格網為基礎之個人健康服務系統(3/3) (99-2218-E-007 -001 -)

2009.11-2010.10 普及健康服務格網：以格網為基礎之個人健康服務系統(2/3) (98-2218-E-007 -005 -)

MOE Projects 

• Project Director

2024.8-2025.7教學實踐研究計畫

2022.2-2023.1智慧創新跨域人才培育聯盟計畫

2021.2-2022.1智慧創新跨域人才培育聯盟計畫

2021.8-2022.7教學實踐研究計畫

2020.2-2021.1智慧創新跨域人才培育聯盟計畫

2020.8-2021.7教學實踐研究計畫

2019.3-2020.1智慧創新跨域人才培育聯盟計畫

2019.8-2020.7教學實踐研究計畫

2018.2-2019.1資通訊軟體創新人才推升推廣計畫

Recent Publications (2008-Now)

1. Fan-Tien Cheng, et al., “A Novel Implementation Framework of Digital Twins for Intelligent Manufacturing based on Container Technology and Cloud Manufacturing Services,” IEEE Transactions on Automation Science and Engineering, Vol. 19, Issue 3, July 2022, pp.1614 - 1630, (SCI).

2. Wu-Chun Chung, Tsung-Lin Wu, Yi-Hsuan Lee, Kuo-Chan Huang, Hung-Chang Hsiao and Kuan-Chou Lai, “Minimizing Resource Waste in Heterogeneous Resource Allocation for Data Stream Processing on Clouds,” Applied Sciences, Vol.11, No. 149, 2021. (SCIE).

3. 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, pp. 10212-10239, 2020. (SCIE). 

4. 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 & Electrical Engineering, Vol. 74, pp.616-634, 2019. (SCIE). 

5. 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, Issue. 4, pp.796-819, 2018. (SCIE). 

6. Yi-Hsuan Lee, Kuo-Chan Huang, Cheng-Hsien Wu, Yen-Hsuan Kuo and Kuan-Chou Lai, “A Framework for Proactive Resource Provisioning in IaaS Clouds,” Applied Sciences, Volume 7, Number 777, 2017. (SCIE) 

7. Yi-Hsuan Lee, Kuo-Chan Huang, Meng-Ru Shieh, and Kuan-Chou Lai, “Distributed Resource Allocation in Federated Clouds,” The Journal of Supercomputing, Volume 73, Issue 7, pp 3196–3211, 2017 (SCIE)

8. Chien-Yu Liu, Kuo-Chan Huang, Yi-Hsuan Lee, Kuan-Chou Lai, “Efficient Resource Allocation Mechanism for Federated Clouds,” International Journal of Grid and High-Performance Computing (IJGHPC), Volume 7, Issue 4, pp.74-88, 2015. (EI)

9. Ssu-Hsuan Lu, Kuan-Ching Li, Kuan-Chou Lai, Yeh-Ching Chung, “A scalable P2P overlay based on arrangement graph with minimized overhead,” Peer-to-Peer Networking and Applications, Vol. 7, pp.497-510, 2014. (SCIE)

10. Wu-Chun Chung, Chin-Jung Hsu, Kuan-Chou Lai, Kuan-Ching Li, Yeh-Ching Chung, “Maintenance of cooperative overlays in multi-overlay networks,” IET Communications, Vol. 8, Issue. 15, pp.2676-2683, 2014. (SCIE).

11. Ssu-Hsuan Lu, Kuan-Ching Li, Kuan-Chou Lai, Yeh-Ching Chung, “Effectiveness of a replica mechanism to improve availability with Arrangement Graph-Based Overlay,” Journal of Network and Computer Applications, Vol. 41, pp.441-450, 2014. (SCIE). 

12. Chao-Tung Yang, Wen-Jen Hu, Kuan-Chou Lai, “On Construction of a Multi-Grid Resource Selection Strategy on Grids,” International Journal of Grid and High-Performance Computing, Vol. 6, No. 1, pp.34-50, 2014. (EI). 

13. Wu-Chun Chung, Chin-Jung Hsu, Kuan-Chou Lai, Kuan-Ching Li, Yeh-Ching Chung, “Direction-aware resource discovery in large-scale distributed computing environments,” The Journal of Supercomputing, Volume 66, Issue 1, pp 229-248, 2013. (SCIE).

14. Xuan-Yi Lin, Kuan-Chou Lai, Kuan-Ching Li, Yeh-Ching Chung, “Efficient programming paradigm for video streaming processing on TILE64 platform,” The Journal of Supercomputing, Volume 65, Issue 2, pp 823-847, 2013. (SCIE).

15. Chao-Tung Yang, Kuan-Chou Lai, Mitsuhisa Sato and Tzung-Shi Chen, “High Performance Computer Design, Analysis, and Use,” The Journal of Supercomputing, Volume 60, Issue 3, pp 281-283, 2012. (SCIE).

16. Kuan-Chou Lai and You-Fu Yu, “A scalable multi-attribute hybrid overlay for range queries on the cloud,” Information Systems Frontiers, Vol.14, No. 2, pp.895-908, 2012. (SCI)

17. Yi-Hsiang Lin, Wu-Chun Chung, Kuan-Chou Lai, Kuan-Ching Li, and Yeh-Ching Chung, “A Self-Adaptive Resource Index and Discovery System in Distributed Computing Environments,” accepted to be appeared in International Journal of Ad Hoc and Ubiquitous Computing, Vol. 10, No.2, pp.74-83, 2012. (SCI)

18. Chao-Chin Wu, Chao-Tung Yang, Kuan-Chou Lai, and Po-Hsun Chiu, “Designing Parallel Loop Self-Scheduling Schemes Using the Hybrid MPI and OpenMP Programming Model for Multi-Core Grid Systems,” The Journal of Supercomputing, Vol. 59, No 1, pp.42-60, 2012. (SCI)

19. Chao-Tung Yang, Keng-Yi Chou, Kuan-Chou Lai, “Design and implementation of an adaptive job allocation strategy for heterogeneous multi-cluster computing systems,” Concurrency and Computation: Practice and Experience, Vol. 23, Issue 15, pp.1701-1722, 2011. (SCI)

20. Chao-Tung Yang, Kuan-Chou Lai, Hao-Yu Tung, “On Construction of a Well-Balanced Allocation Strategy for Heterogeneous Multi-Cluster Computing Environments,” The Journal of Supercomputing, Vol. 56, No. 3, pp. 270-299, 2011. (SCI)

21. Chin-Jung Hsu, Wu-Chun Chung, Kuan-Chou Lai, Kuan-Ching Li, and Yeh-Ching Chung, “Cooperative Failure Detection in Multi-Overlay Environments,” Journal of Internet Technology, Vol. 12, No. 2, pp.259-267, 2011. (SCI)

22. Kuan-Chou Lai, Kuo-Chan Huang and You-Fu Yu, “Multi-Attribute Range Queries on Structured   Overlay   Networks,” Journal of Internet Technology, Vol.12, No.2, pp. 269-278, 2011. (SCI)

23. Kuan-Chou Lai, Kuo-Chan Huang, You-Fu Yu, Po-Jung Huang, Quan-Jie Chen, and Tian-Liang Hunang, “A P2P Resource Discovery Strategy for Cloud Computing System,” Journal of Computers (ISSN: 1991-1599), Vol.21, No.1, pp.25-37, 2010. (EI)

24. Wu-Chun Chung, Chin-Jung Hsu, Yi-Shiang Lin, Kuan-Chou Lai, and Yeh-Ching Chung, “G2G: A Meta-Grid Framework for the Convergence of P2P and Grids,” International Journal of Grid and High-Performance Computing, Vol. 2, No. 3, pp.1-16, 2010. (EI)

25. Chao-Tung Yang, Wen-Jen Hu, Kuan-Chou Lai, “Implementation of Cross Grid Information Services for Resource Broker on Computational Multi-Grid Environments,” Journal of the Chinese Institute of Engineers, Vol. 32, No.7, pp. 975-984, 2009. (SCIE)

26. Kuan-Chou Lai, Chao-Chin Wu, and Shih-Jie Lin, “Exploring Job Migration Technique for P2P Grid Systems,” International Journal of Grid and High-Performance Computing, Vol. 1, Issue 4, PP.16-25, 2009. (EI)

27. Chao-Tung Yang and Kuan-Chou Lai, “A Directive-based MPI Code Generator for Linux PC Clusters,” The Journal of Supercomputing, Vol. 50, No. 2, pp.177-207, 2009. (SCI)

28. Chao-Tung Yang, Kuan-Chou Lai, and Po-Chi Shih, “Design and Implementation of a Workflow-based Resource Broker with Information System on Computational Grids,” The Journal of Supercomputing, Vol. 47, No. 1, pp.76-109, 2009. (SCI)

29. K.-C. Lai, C.-C. Wu, D.-Y. Yang, J.-W. Huang, S.-J. Lin, J.-C. Wu, “A heterogeneous resource allocation strategy on Grid Computing Environments,” Journal of Internet Technology, Vol. 9, No. 2, pp.123-129, 2008. (SCI)

30. K.-C. Lai and C. T. Yang, “A Dominant Predecessor Duplication Scheduling Algorithm for Heterogeneous Systems,” The Journal of Supercomputing, Vol. 44, No. 2, pp.126-145, 2008. (SCI)

Recent Conference Papers

1. 黃冠澔 , 賴瑀辰 , 賴冠州, "容器計算環境中具負載平衡之資源配置機制," 2024 Taiwan Symposium on CLoud and Service Computing (TWSC2 2024)

2. Kai-Chun Chen, Kuan-Chou Lai, "A Load Balance Scheduling Approach for Generative AI on Cloud-Native Environments with Heterogeneous Resources," 2024 IEEE 10th International Conference on Applied System Innovation (IEEE ICASI 2024), Kyoto, Japan, 17-21 April 2024

3. Hsuan-Zong Wu, Kuan-Chou Lai, "Heterogeneous Workflow Scheduling Algorithm in Cloud-Native environments," 2024 IEEE 10th International Conference on Applied System Innovation (IEEE ICASI 2024), Kyoto, Japan, 17-21 April 2024

4. Yu-Chuan Lin, Ming-Jun Shi, Min-Hsiung Hung, Benny Suryajaya, Yao-Xun Chang, Chao-Chun Chen, Kuan-Chou Lai, Fan-Tien Cheng, "Development of Security Protection Mechanisms for Containerized Manufacturing Digital Twins," 20th International Conference on Automation Technology (Automation 2023)

5. Yu-Chuan Lin, Ming-Jun Shi, Min-Hsiung Hung, Benny Suryajaya, Yao-Xun Chang, Chao-Chun Chen, Kuan-Chou Lai, Fan-Tien Cheng, "Development of a Digital Twin System for Wheel Machining Industry Based on 3D Web and Container Technologies," 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE)

6. Yu-Teng Chen and Kuan-Chou Lai, A Fairness-aware Load Balancing Strategy in Multi-Tenant Clouds," International Conference on Frontier Computing 2023.

7. Yu-Teng Chen, Kuan-Chou Lai, "An Adaptive Load Balancing Strategy for Multi-Tenant Clouds," 2023 Taiwan Symposium on CLoud and Service Computing (TWSC2 2023)

8. 林祐軒, 曾喜煌, 邱鉦淯, 賴冠州, "賽局理論應用於資源分配之實現–以Apache Yunikorn為例," TANET 2022.

9. Yu-Teng Chen and Kuan-Chou Lai, "Performance Evaluation for Distributed Data Parallelism on Intelligent Computing Platform," 19th International Conference on Automation Technology (Automation 2022).

10. MH Hung, YC Lin, HC Hsiao, CC Chen, KC Lai, YM Hsieh, H Tieng, TH Tsai, HC Huang, "A Novel Implementation Framework of Digital Twins for Intelligent Manufacturing Based on Container Technology and Cloud Manufacturing Services", 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE), Aug. 20-24, 2022, Mexico City, Mexico.

11. Yu-Teng Chen, Kuan-Chou Lai, "Adopting Stochastic Approach for Supporting QoS of Virtual Resources," 2022 Taiwan Symposium on CLoud and Service Computing (TWSC2 2022).

12. 阮文謙、黃廷堯、賴冠州, “支援具分散式框架機器學習平台之工作台系統,” ITAOI 2021。

13. 黃廷堯、阮文謙、賴冠州, “開發Apache YuniKorn支援Kubernetes CRD之介接機制,” ITAOI 2021。

14. You-Ting Zhuang, Yong-Fong Chang and Kuan-Chou Lai, “機器學習平台中預定義實驗模板之管理機制,” TANET 2020. 

15. Yong-Fong Chang , You-Ting Zhung, and Kuan-Chou Lai, “容器環境中AI計算平台權限控管機制之實現,” TANET 2020. 

16. Hung-Chang Hsiao, Chun-Hao Yang, Lien-Hsing Wei and Kuan-Chou Lai, “Application-Conscious Massive Parallelism in Semiconductor Manufacturing Foundries: The Case of a FDC Platform,” International Computer Symposium 2020, Tainan. 

17. Tsu-Hao Hsieh, Kuan-Yu Ho, Meng-Yo Tsai, and Kuan-Chou Lai, “Usage-oriented resource allocation strategy in edge computing environments,” The 8-th International Conference on Emerging Internet, Data and Web Technologies (EIDWT-2020), 2020, Kitakyushu, Japan.

18. Meng-Yo Tsai, Kuan-Yu Ho, Tsu-Hao Hsieh, Yi-Hsuan Lee, and Kuan-Chou Lai, “Crucial-Resource Scheduling Strategy in Edge Computing,” International Conference on Intelligent Computing and its Emerging Applications 2019, Taiwan.

19. Kuan-Yu Ho, Tsu-Hao Hsieh, Meng-Yo Tsai, and Kuan-Chou Lai, “Usage-Aware Resource Allocation in Edge Computing,” International Conference on Frontier Computing 2019, Kyushu, Japan.

20. Jen-Yu Jiang, Yi-Hsuan Lee, Kuan-Chou Lai, “A Streaming Graph Partitioning Approach on Heterogeneous Distributed Systems,” International Conference on Applied System Innovation 2018 (IEEE ICASI 2018), Chiba, Japan. 

21. Tsung-Lin Wu, Yi-Hsuan Lee, Kuo-Chan Huang, and Kuan-Chou Lai, “Utilization-aware Resource Allocation for Clouds with Heterogeneous Resources,” The 8th International Conference on Engineering and Applied Sciences 2018, South Korea. 

22. Kuo-Hsun Hsu, Kuan-Chou Lai, Li-Yung Huang, Hsuan-Fu Yang, Wei-Shan Tsai, “An Experiment on the Load Shifting from Service Registry to Service Providers in SOA,” 2017 IEEE International Symposium on Cloud and Services Computing, 2017, Japan. 

23. Yen-Hsuan Kuo, Yi-Hsuan Lee, Kuo-Chan Huang, and Kuan-Chou Lai, “Critical Task Scheduling for Data Stream Computing on Heterogeneous Clouds,” International Conference on Frontier Computing - Theory, Technologies and Applications (FC 2017), 2017 Japan. 

24. Cheng-Hsien Wu, Yi-Hsuan Lee, Kuo-Chan Huang, and Kuan-Chou Lai, “A Framework for Proactive Resource Allocation in IaaS Clouds,” 2017 IEEE International Conference on Applied System Innovation, Japan.

25. Yi-Hsuan Lee, Kuo-Chan Huang, Kuan-Chou Lai, “Reactive Aggressive Respurce Allocation Algorithm on Federated Clouds,” International Conference on Internet Studies, 2016, Osaka, Japan.

26. Cheng-Hsien Wu, Yi-Hsuan Lee, Kuo-Chan Huang, Kuan-Chou Lai, “Reactive Resource Allocation on Federated Cloud Environments,” 2016 Cloud Computing and Big Data Analysis Conference.

27. Yi-Hsuan Lee, Kuo-Chan Huang, Meng-Ru Shieh, and Kuan-Chou Lai, “Distributed Resource Allocation Approach on Federated Clouds,” The 5th International Conference on Frontier Computing (FC 2016), Tokyo, Japan. 

28. Yi-Fang Lee, Yu-Chun Lin, Yi-Hsuan Lee, Kuan-Chou Lai, “Virtual Clusters for Data Stream Processing on Federated Clouds,” International Conference on Internet Studies 2015, Japan.

29. Yu-Chun Lin, Ei-Fang Lee, Kuan-Chou Lai, “In-Memory Scheduler for Stream Processing,” The 4th International Congress on Engineering and Information, 2014, Japan. 

30. Chien-Yu Liu, Meng-Ru Shie, Yi-Fang Lee, Yu-Chun Lin, Kuan-Chou Lai, “Vertical/Horizontal Resource Scaling Mechanism for Federated Clouds,” International Conference on Information Science & Applications 2014 IEEE (ICISA2014), 2014, South Korea.

31. Meng-Ru Shie, Chien-Yu Liu, Yi-Fang Lee, Yu-Chun Lin, Kuan-Chou Lai, “Distributed Scheduling Approach based on Game Theory in the Federated Cloud,” International Conference on Information Science & Applications 2014 IEEE (ICISA2014), South Korea.

32. Wu-Chun Chung, Po-Chi Shih, Kuan-Chou Lai, Kuan-Ching Li, Che-Rung Lee, Jerry Chou, Ching-Hsien Hsu, Yeh-Ching Chung, “Taiwan UniCloud: A Cloud Testbed with Collaborative Cloud Services,” The Second IEEE Conference on Cloud Engineering (IC2E 2014), 2014, Boston, USA. 

33. Ssu-Hsuan Lu, Kuan-Ching Li, Kuan-Chou Lai, Yeh-Ching Chung, “An Overlay Network Based on Arrangement Graph with Fault Tolerance,” The 3rd International Conference on Frontier Computing - Theory, Technologies and Applications (FC 2013), 2014, Gwangju, Korea. 

34. Ting-An Hsieh, Kuan-Ching Li, Kuo-Chan Huang, Kuo-Hsun Hsu, Ching-Hsien Hsu, Kuan-Chou Lai, “Community Identification in Multiple Relationship Social Networks,” The 3rd International Conference on Frontier Computing - Theory, Technologies and Applications (FC 2013), 2014, Gwangju, Korea.

35. Chao-Tung Yang, Kuan-Lung Huang, W.C. Chu, Kuan-Chou Lai, Chih-Hung Chang, Chih-Wei Lu, “Implementation of Video and Medical Image Services in Cloud,” 2013 IEEE 37th Annual Computer Software and Applications Conference Workshops (COMPSACW), Japan

36. Chi-Chung Chang, Kuan-Chou Lai, Chao-Tung Yang, “Auction-Based Resource Provisioning with SLA Consideration on Multi-Cloud Systems,” 2013 IEEE 37th Annual Computer Software and Applications Conference Workshops (COMPSACW), Japan.

37. Chi-Chung Chang, Xiao-Wei Zhang, Yao-Lun Hsu, Chien-Yu Liu, Meng-Ru Shie, Kuan-Chou Lai, Kuo-Chan Huang, “Auction-Based Resource Provisioning with SLA Consideration on Cloud Systems,” Proceedings of the 2013 Symposium on Cloud and Services Computing (SCC 2013), Tainan, Taiwan

38. Xiaowei Zhang, Chi-Chung Chang, Yao-Lun Hsu, Chien-Yu Liu, Meng-Ru Shie, Kuan-Chou Lai, Kuo-Chan Huang, “PPMon:P2P Monitoring System over Clouds,” Proceedings of the 2013 Symposium on Cloud and Services Computing (SCC 2013), Tainan, Taiwan.

39. Yao-Lun Hsu, Chi-Chung Chang, Xiao-Wei Zhang, Chien-Yu Liu, Meng-Ru Shie, Kuan-Chou Lai, Kuo-Chan Huang, “Application-Oriented Energy Consideration Resource Provisioning in Cloud Computing,” Proceedings of the 2013 Symposium on Cloud and Services Computing (SCC 2013), Tainan, Taiwan.

40. Ying-Lin Tsai, Kuo-Chan Huang, Kuan-Chou Lai, “Task Allocation in Workflow Scheduling on Parallel Computing Platform,” Proceedings of the 2013 Symposium on Cloud and Services Computing (SCC 2013), Tainan, Taiwan.

41. Jian-Sheng Liao, Chi-Chung Chang, Yao-Lun Hsu, Xiao-Wei Zhang, Kuan-Chou Lai, and Ching-Hsien Hsu, “Energy-Efficient Resource Provisioning with SLA consideration on Cloud Computing,” International Workshop on Cloud Technologies for High Performance Computing (CloudTech-HPC) in conjunction with the 41st International Conference on Parallel Processing, 2012.

42. Jian-Sheng Liao, Ting-An Hsieh, Kuan-Chou Lai and Kuo-Chan Huang, “Power-Aware Resource Provisioning with SLA consideration on Cloud Computing,” 2012 Symposium on Cloud and Service Computing, Feb. 23-24 2012.

43. Ting-An Hsieh, Jian-Sheng Liao, Kuan-Chou Lai and Kuo-Chan Huang, “Community Identification in Multi-Relationship Social Networks,” 2012 Symposium on Cloud and Service Computing, Feb. 23-24 2012.

44. Kuo-Chan Huang, Po-Jen Shih and Kuan-Chou Lai, “Join-Queue-Anytime: An Efficient Request Disptching Mechanism for Large Scale Cloud Services,” 2012 Symposium on Cloud and Service Computing, Feb. 23-24 2012.

45. 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,” 2012 Symposium on Cloud and Service Computing, Feb. 23-24 2012.

46. Wu-Chun Chung, Chin-Jung Hsu, Kuan-Chou Lai, Kuan-Ching Li and Yeh-Ching Chung, “Multi-Attribute Range Query in Unstructured Resource Information and Discovery System,” 2012 Symposium on Cloud and Service Computing, Feb. 23-24 2012.

47. Xuan-Yi Lin, Kuan-Chou Lai, Shau-Yin Tseng, Kuan-Ching Li and Yeh-Ching Chung, “Efficient Master-Worker Video Stream Processing on Cloud Computing,” 2012 Symposium on Cloud and Service Computing, Feb. 23-24 2012.

48. Wu-Chun Chung, Chin-Jung Hsu, Kuan-Chou Lai, Kuan-Ching Li, Yeh-Ching Chung, “Direction-Aware Resource Discovery Service in Large-Scale Grid and Cloud Computing,” IEEE International Conference on Service-Oriented Computing and Applications (SOCA 2011), Irvine USA, Dec. 12-14, 2011.

49. Po-Jung Huang, Kuan-Chou Lai, Ching-Hsien Hsu, and Kuan-Ching Li, “Exploiting Dynamic Distributed Load Balance by Neighbor-Matching on P2P Grids,” Proceedings of the 2011 IEEE Asia-Pacific Services Computing Conference (IEEE APSCC 2011), , Jeju, Korea, December 12 - 15, 2011.

50. 董任軒, 謝婷安, 楊顗民, 王耀德, 賴冠州, “雲端系統中達成納許平衡之資源配置,” NCS 2011.

51. 楊顗民, 廖健勝, 王耀德, 董任軒, 賴冠州, “雲端系統中降低能源消耗之具時限排程策略,” TANET, 2011

52. Tian-Liang Huang, Tian-An Hsieh, Kuan-Chou Lai, Kuan-Ching Li, Ching-Hsien Hsu, and Hsi-Ya Chang, “Fault Tolerance Policy on Dynamic Load Balancing in P2P Grids,” Proceedings of the 6th International Conference on Frontier of Computer Science and Technology, Changsha, China, November 16-18, 2011.

53. Ching-Hsien Hsu, Shih-Chang Chen, Chih-Chun Lee, Hsi-Ya Chang, Kuan-Chou Lai, Kuan-Ching Li, and Chunming Rong, “Energy-Aware Task Consolidation Technique for Cloud Computing,” 3rd IEEE International Conference on Cloud Computing Technology and Science (IEEE CloudCom 2011), Athens, Greece, Nov 29 - Dec 1, 2011.

54. Ssu-Hsuan Lu, Kuan-Chou Lai, Kuan-Ching Li and Yeh-Ching Chung, “Design and Analysis of Arrangement Graph-based Overlay Systems for Information Sharing,” The 3rd IEEE International Workshop on Management of Emerging Networks and Services (IEEE MENS 2011) in conjunction with IEEE GLOBECOM 2011, 5-9 December 2011, Huston, Texas, USA

55. Xuan-Yi Lin, Kuan-Chou Lai, Kuan-Ching Li, Shau-Yin Tseng and Yeh-Ching Chung, “An Efficient Programming Paradigm for Shared-Memory Master-Worker Video Decoding on TILE64 Many-Core Platform,” The 40th Annual Conference 2011 International Conference on Parallel Processing (ICPP-2011), September 13-16, 2011

56. Wei-Chao Chang, Kuan-Chou Lai, Kuan-Ching Li, Yeh-Ching Chung, “A Locality-Aware Publish/Subscribe Scheme for High Level Architecture on Structured Peer-to-Peer Networks,” 13th IEEE International Conference on Computational Science and Engineering, Dec.11-13, 2010.

57. Kuan-Chou Lai, and You-Fu Yu, “A Semi-Structured Overlay for Multi-Attribute Range Queries in Cloud Computing,” 13th IEEE International Conference on Computational Science and Engineering, Dec.11-13, 2010.

58. Chin-Jung Hsu, Wu-Chun Chung, Kuan-Chou Lai, Kuan-Ching Li, Yeh-Ching Chung, “A Novel Approach for Cooperative Overlay-Maintenance in Multi-Overlay Environments,” The 2nd IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2010), Nov. 30 – Dec. 3, 2010.

59. Quan-Jie Chen, You-Fu Yu, Tian-Liang Huang, Po-Jung Huang, Kuan-Chou Lai, “A Semi-Structured P2P Network for Multi-Attribute Range Query in Cloud Computing,” TANET 2010, Oct. 27-29, 2010.

60. Tian-Liang Huang, Po-Jung Huang, Quan-Jie Chen, You-Fu Yu, Kuan-Chou Lai, “Neighboring-based Dynamic Distributed Load Balance Policies,” TANET 2010, Oct. 27-29, 2010.

61. Quan-Jie Chen, Sin-Tsungn Lin, Jiun-Shiang Wang, Min-Xuan Li, Kuan-Chou Lai, “Designing a Multi-Transmission Resource Sharing System by P2P Technology,” The 15th Mobile Computing Workshop, MC2010, May 28, 2010.

62. Tian-Liang Huang, Hui-Fan Chen, Jia-Jun Zhang, Shan-An Wu, Kuan-Chou Lai, “Development of Middleware on Computing Grid Systems,” The 15th Mobile Computing Workshop, MC2010, May 28, 2010.

63. You-Fu Yu, Po-Jung Huang, Quan-Jie Chen, Tian-Liang Huang, Kuan-Chou Lai, “A Scalable Multi-Attribute Range Query Approach on Cluster-based Hybrid Overlays,” Proceedings of the 2nd Russia-Taiwan Symposium on Methods and Tools of Parallel Programming Multicomputers (MTPP 2010), May 16-19, 2010.

64. Ssu-Hsuan Lu, Kuan-Chou Lai, Kuan-Ching Li, Chao-Tung Yang, and Yeh-Ching Chung, “Pervasive Health Service System: insights on the development of a Grid-based personal health service system,” Proceedings of IEEE HealthCom 2010, July 2-3, 2010.

65. Chao-Tung Yang, Keng-Yi Chou and Kuan-Chou Lai, “An Adaptive Job Allocation Strategy for Heterogeneous Multi-Cluster Systems,” Proceedings of International Workshop on Multimedia Applications for Cloud (MAC 2010) in conjunction with the 5th International Conference on Grid and Pervasive Computing, , May 10-13, 2010.

66. You-Fu Yu, Po-Jung Huang, Quan-Jie Chen, Tian-Liang Huang, and Kuan-Chou Lai, “On the Design of Semi-Structured Multi-Star Hybrid-Overlays for Multi-Attribute Range Queries,” Proceedings of the 5th International Conference on Grid and Pervasive Computing, May 10-13, 2010

67. Po-Jung Huang, You-Fu Yu, Quan-Jie Chen, Tian-Liang Huang, Kuan-Chou Lai, and Kuan-Ching Li, “A Self-Adaptive Load Balancing Strategy for P2P Grids,” Proceedings of the 2010 International Workshop on High Performance Computing Technologies and Applications, May 21-23, 2010.

68. Chorng-Shiuh Koong, Hung-Jui Lai and Kuan-Chou Lai, “An Embedded Software Architecture for Robot with Variable Structures,” Proceedings of the 4th International Conference on Frontier of Computer Science and Technology (FCST 2009).

69. You-Fu Yu, Po-Jung Huang, Quan-Jie Chen, Tian-Liang Hunang, Kuan-Chou Lai and Kuo-Chan Huang, “A Multi-Attribute Range Query Strategy for Structured Overlays,” Proceedings of the 6th Workshop on Grid Technologies and Applications (WoGTA'09), 2009.

70. Chin-Jung Hsu, Wu-Chun Chung, Kuan-Chou Lai, Kuan-Ching Li and Yeh-Ching Chung, “A Master-Slave Cooperation Strategy for Common Overlay-Maintenance,” Proceedings of the 6th Workshop on Grid Technologies and Applications (WoGTA'09), 2009.

71. Kuo-Chan Huang , Dong-Ying Li , Kuan-Po Lai and Kuan-Chou Lai, “Site Selection Policies for Processor Allocation in Computing Grid” Proceedings of the 6th Workshop on Grid Technologies and Applications (WoGTA'09), 2009.

72. Yi-Hsiang Lin, Wu-Chun Chung, Kuan-Chou Lai, Kuan-Ching Li, and Yeh-Ching Chung, “SARIDS: A Self-Adaptive Resource Index and Discovery System,” Proceedings of the 10th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2009

73. Po-Jung Huang, You-Fu Yu, Kuan-Chou Lai and Chao-Tung Yang, “Distributed Adaptive Load Balancing for P2P Grid Systems,” Proceedings of International Workshop on Grid Computing, Applications, and Technologies (GridCAT 2009), in conjunction with the 10th International Symposium on Pervasive Systems, Algorithms and Networks, I-SPAN 2009.

74. 黃柏榕、余有富、賴冠州, “P2P 格網系統中具動態適應性之負載平衡策略,” TANET 2009

75. You-Fu Yu, Po-Jung Huang and Kuan-Chou Lai, “A Structured Overlay for Multi-Attribute Range Queries,” Proceedings of National Computer Symposium (NCS 2009).

76. Chao-Tung Yang, Wen-Jen Hu, and Kuan-Chou Lai, “A Resource Broker with Cross Grid Information Services on Computational Multi-Grid Environments,” Proceedings of International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2009), LNCS 5574, pp. 20 - 31, 2009. (EI)

77. Wu-Chun Chung, Chin-Jung Hsu, Yi-Shiang Lin, Kuan-Chou Lai, and Yeh-Ching Chung, “G2G: A Grid-to-Grid Model for the Convergence of P2P and Grids,” Proceedings of 4th International Conference on Grid and Pervasive Computing, GPC 2009.

78. You-Fu Yu, Po-Jung Huang, Kuan-Chou Lai, Chao-Tung Yang, and Kuan-Ching Li, “On the Design of a Performance-Aware Load Balancing Mechanism for P2P Grid Systems,” Proceedings of 4th International Conference on Grid and Pervasive Computing, GPC 2009.

79. 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, pp.188-195.

80. Kuo-Chan Huang, Kuan-Po Lai and Kuan-Chou Lai, “Development of a Stable Scheduling and Allocation Approach under Different Workloads in Computing Grid,” Proceedings of 5th Workshop on Grid Technologies and Applications (WoGTA'08).

81. Yong-Jyun Wu, Shih-Jie Lin, Kuan-Chou Lai, Kuo-Chan Huang and Chao-Chin Wu , “Distributed Dynamic Load Balancing Strategies in P2P Grid Systems,” Proceedings of 5th Workshop on Grid Technologies and Applications (WoGTA'08).

82. Chao-Chin Wu, Kuan-Chou Lai, and Ren-Yi Sun, “GA-based Job Scheduling Strategies for Fault Tolerant Grid Systems,” Proceedings of 2008 IEEE Asia-Pacific Services Computing Conference (IEEE APSCC 2008).

83. Shih-Jie Lin, Min-Chun Huang, Kuan-Chou Lai and Kuo-Chan Huang, “Design and Implementation of Job Migration Policies in P2P Grid Systems,” Proceedings of 2008 IEEE Asia-Pacific Services Computing Conference (IEEE APSCC 2008).

84. Chao-Chin Wu, Chao-Tung Yang, Kuan-Chou Lai, Syun-Sheng Jhan, and Po-Hsun Chiu, “Designing Parallel Loop Self-Scheduling Schemes by the Hybrid MPI and OpenMP Model for Grid Systems with Multi-Core Computational Nodes,” Proceedings of ICS, 2008.

85. 黃敏純, 賴冠州, “階層式格網系統中動態副本放置策略,” TANET 2008臺灣網際網路研討會論文集

Book Chapters

1.     You-Fu Yu, Po-Jung Huang, and Kuan-Chou Lai, “Distributed Dynamic Load Balancing in P2P Grid Systems,” Eds. Emmanuel Udoh, Cloud, Grid and High-Performance Computing: Emerging Applications, IGI Global, 2011, pp.284-298. ISBN: 978-1-60960-603-9

2.  鍾葉青、許慶賢、賴冠州、李冠憬，雲端程式設計入門與應用實務，麥格羅‧希爾，2011，ISBN：9861578129

3.  Kuan-Chou Lai, “Fundamentals of Kubernetes,” Fan-Tien Cheng (Editor), Industry 4.1: Intelligent Manufacturing with Zero Defects, 2021, ISBN：978-1119739890.

Professional Activities (2008-Now)

Journal Referee

ACM Computing Surveys

Parallel Computing

Journal of Supercomputing

Future Generation Computer Systems

Information Systems Frontiers

Journal of Pervasive Computing and Communications

Journal of Information Science and Engineering

Journal of Computer

International Journal of Ad Hoc and Ubiquitous Computing

SIMULATION: Transactions of The Society for Modeling and Simulation International

Journal of the Chinese Institute of Engineers

Neural Computing & Applications journal

 International Journal of Grid and High-Performance Computing

Conference Referee

IEEE Asia-Pacific Services Computing Conference

High Performance Computing

International Symposium on Cloud and Convergence Computing

National Computer Symposium

International Computer Symposium

International Conference on Frontier of Computer Science and Technology

 IEEE/ACM International Conference on Green Computing and Communications

Symposium on Cloud and Services Computing

IEEE International Symposium on Parallel and Distributed Processing with Applications

IEEE CloudCom

International Conference on Ubi-media Computing

FTRA Int. Symposium on Frontier and Innovation in Future Computing and Communications

TANET