中心主任

研究領域 (Research Interests)

• 分散式系統 (Distributed Systems)
• 平行計算 (Parallel Computing)
• 隨機演算法 (Randomized Algorithms)
• 對等網路 (Peer-to-Peer Networks)

榮譽與獎項 (Honors and Awards)

• 2025年台灣雲端與服務計算研討會 (TWSC’25) 最佳論文獎，台北。
• 2022年台灣雲端與服務計算研討會 (TWSC’22) 最佳論文獎，台中。
• 2019年台灣雲端計算學會 (TACC) 最佳論文獎。
• 2018年台灣網際網路研討會 (TANET’18) 最佳論文獎，台灣中壢 (10/24-10/26)。
• 2015年台灣雲端計算學會 (TACC) 最佳論文獎。
• 2014年國際服務與雲端計算研討會 (SCC’14) 傑出領導獎，中國北京 (9/1-9/3)。
• 2014年國際計算機研討會 (ICS’14) 最佳論文提名 (12/12-12/14)。
• 2013年全國計算機研討會 (NCS’13) 最佳論文提名（從660篇投稿中脫穎而出），台灣台中 (12/13-12/14)。
• 2011年台灣雲端計算學會 (TACC) 年度最佳論文獎。
• 2010年第二屆國際對等網路工作坊 (P2PNet’10) 最佳論文獎（26篇投稿中接受10篇），中國上海 (12/7)。
• 2010年台灣網際網路研討會 (TANET’10) 最佳論文獎（接受220篇），台灣台南 (10/27-10/29)。
• 2008年國際嵌入式與普適計算會議 (EUC’08) 最佳論文提名，中國上海 (12/17-12/20)。
• 2004年國際嵌入式與普適計算會議 (EUC’04) 最佳論文獎（接受104篇），日本會津 (8/25-8/27)。

代表性著作 (Representative Publications)

1. H.-C. Hsiao, C.-H. Hsu, K.-C. Lai, and L.-X. Wei, and “Navigating Spatio-Temporal Uncertainty: Adap-tive Cloud Resource Management based on Quantile Central Limit Theorem and Kalman Filtering,” IEEE Transactions on Network Science and Engineering (TNSE), 2026.
2. H.-C. Hsiao, L.-X. Wei, and C.-H. Hsu. “Robust Load Balancing Taking Advantage of Aggregated Performance Metrics,” IEEE Transactions on Services Computing (TSC), 2026.
3. L.-X. Wei and H.-C. Hsiao. “Uncertainty-Tolerant Load Balancing with Statistical Aggregates,” Taiwan Symposium on Cloud and Services Computing (TWSC’25), July 2025. (最佳論文獎)
4. H.-C. Hsiao, C.-P. Tsai, Z.-X. Li, C.-H. Lee, J.-S. Chen, Y.-C. Lai, J.-C. Wang, S.-C. Li, J.-C. Gao, and Y.-H. Lee. “Load Balancing Algorithms and Their Impacts on Apache Kafka,” IEEE Int’l Conf. on Big Data (BigData’23), Dec. 2023.
5. H.-C. Tran, Y.-L. Lo, H.-C. Yang, H.-C. Hsiao, F.-T. Cheng, and T.-H. Kuo. “Intelligent Additive Man-ufacturing Architecture for Enhancing Uniformity of Surface Roughness and Mechanical Properties of Laser Powder Bed Fusion Components,” IEEE Transactions on Automation Science and Engineering (TASE), Apr. 2023.
6. C.-P. Tsai, H.-C. Hsiao, and Y.-C. Lai. “The Data Recovery Service in NoSQL,” IEEE Int’l Conf. on Big Data (BigData’22), Dec. 2022.
7. K.-H. Chen, H.-P. Su, W.-C. Chuang, H.-C. Hsiao, W. Tan, Z. Tang, X. Liu, Y. Liang, W.-C. Lo, W. Ji, B. Hsu, K. Hu, H. Jian, Q. Zhou, and C.-M. Wang. “Apache Submarine: A Unified Machine Learn-ing Platform Made Simple,” European Workshop on Machine Learning and Systems (EuroMLSys) in conjunction with European Conf. Computer Systems (EuroSys), Apr. 2022.
8. M.-H. Hung, Y.-C. Lin, H.-C. Hsiao, C.-C. Chen, Y.-M. Hsieh, H. Ding, T.-H. Tsai, H.-C. Huang, H.-C. Yang, and F.-T. Cheng. “A Novel Implementation Framework of Digital Twins for Intelligent Manu-facturing based on Container Technology and Cloud Manufacturing Services,” IEEE Transactions on Automation Science and Engineering (TASE), Mar. 2022.
9. H.-M. Cheng, W.-C. Chuang, L.-X. Wei, and H.-C. Hsiao. “The Performance Pitfalls in Apache Ozone,” Taiwan Symposium on Cloud and Services Computing (TWSC’22), May 19, 2022. (最佳論文獎)
10. H.-C. Hsiao. ‘Chapter: Big Data Infrastructure,” In Industry 4.1—Intelligent Manufacturing with Zero Defects, IEEE/Wiely press, Ed. F.-T. Cheng, 2021.
11. C.-P. Tsai, M. Hsu, A. RK Chang, and H.-C. Hsiao. “Bridging the Gap between Big Data System Soft-ware Stack and Applications: The Case of Distributed Storage Service for Semiconductor Wafer Fabri-cation Foundries,” HBaseConAsia’19, July 2019.
12. C.-P. Tsai, H.-C. Hsiao, M. Hsu, and A. RK Chang. “Bridging the Gap between Big Data System Software Stack and Applications: The Case of Semiconductor Wafer Fabrication Foundries,” IEEE Int’l Conf. on Big Data (BigData’18), Dec. 2018.
13. A. RK Chang, Y.-L. Chen, Y.-Z. Huang, H.-C. Hsiao, M. Hsu, C.-C. Lee, H.-Y. Lee, W.-A. Shih, C.-P. Tsai, and K.-P. Tseng. “The Case of a Novel Operational Distributed Storage Service for Big Data in a Semiconductor Wafer Fabrication Foundry,” Taiwan Academic Network Conference (TANET’18), Oct. 2018. (500餘篇投稿中獲最佳論文獎)
14. S.-Y. Hsieh, C.-T. Chen, C.-H. Chen, T.-H. Yen, H.-C. Hsiao, and R. Buyya. “Novel Scheduling Al-gorithms for Efficient Deployment of MapReduce Applications in Heterogeneous Computing Environ-ments,” IEEE Transactions on Cloud Computing (TCC), Oct. 2018.
15. C.-P. Tsai, H.-C. Hsiao, and Y.-C. Chung. “The Time Machine in NoSQL,” International Computer Symposium (ICS’14), Dec. 2014. (最佳論文提名) (美國專利 US9372765B2)
16. H.-C. Hsiao, Y.-C. Chao, and C.-L. Chu. “Irregular Network Topologies for Data Centers,” National Computer Symposium (NCS’13), Dec. 2013. (660篇投稿中獲最佳論文提名)
17. H.-C. Hsiao, H.-Y. Chung, H. Shen, and Y.-C. Chao. “Load Rebalancing for Distributed File Systems in Clouds,” IEEE Transactions on Parallel and Distributed Systems (TPDS), May 2013.
18. H.-C. Hsiao and C.-W. Chang. “A Symmetric Load Balancing Algorithm with Performance Guarantees for Distributed Hash Tables,” IEEE Transactions on Computers (TC), Apr. 2013.
19. H.-Y. Chung, C.-W. Chang, H.-C. Hsiao, and Y.-C. Chao. “The Load Rebalancing Problem in Dis-tributed File Systems,” IEEE Int’l Conf. on Cluster Computing (Cluster’12), Sept. 2012.
20. H.-C. Hsiao and H.-W. Su. “On Optimizing Overlay Topologies for Search in Unstructured Peer-to-Peer Networks,” IEEE Transactions on Parallel and Distributed Systems (TPDS), May 2012.
21. H.-C. Hsiao, H. Liao, S.-T. Chen, and K.-C. Huang. “Load Balance with Imperfect Information in Structured Peer-to-Peer Systems,” IEEE Transactions on Parallel and Distributed Systems (TPDS), Apr. 2011.
22. H. Liao, K.-C. Huang, and H.-C. Hsiao. “Small-World Social Relationship Awareness in Unstructured Peer-to-Peer Networks,” Int’l Workshop on Peer-to-Peer Networking (P2PNet’10) in conjunction with IEEE Int’l Conf. on Parallel and Distributed Systems (ICPADS’10), Dec. 2010. (26篇投稿中獲最佳論文獎)
23. H.-C. Hsiao and H.-W Su. “Small-World Social Relationship Awareness in Unstructured Peer-to-Peer Networks: Algorithm Design and Theoretical Analysis,” Taiwan Academic Network Conference (TANET’10), Oct. 2010. (220篇接受論文中獲最佳論文獎)
24. H.-C. Hsiao, H. Liao, and P.-S. Yeh. “A Near-Optimal Algorithm Attacking the Topology Mismatch Problem in Unstructured Peer-to-Peer Networks,” IEEE Transactions on Parallel and Distributed Sys-tems (TPDS), July 2010.
25. H.-C. Hsiao, H. Liao, and C.-C. Huang. “Resolving the Topology Mismatch Problem in Unstructured Peer-to-Peer Networks,” IEEE Transactions on Parallel and Distributed Systems (TPDS), Nov. 2009.
26. H.-C. Hsiao, Y.-C. Lin, and H. Liao. “Building Small-World Peer-to-Peer Networks Based on Hierar-chical Structures,” IEEE Transactions on Parallel and Distributed Systems (TPDS), July 2009.
27. H.-C. Hsiao, I.-T. Lin, and H. Liao. “Load Balancing in Peer-to-Peer Networks Based on Sampling System States,” IEEE/IFIP Int’l Conf. on Embedded and Ubiquitous Computing (EUC’08), Dec. 2008. (最佳論文提名)
28. H.-C. Hsiao and C.-P. He. “A Tree-Based Peer-to-Peer Network with Quality Guarantees,” IEEE Trans-actions on Parallel and Distributed Systems (TPDS), Aug. 2008.
29. H.-C. Hsiao and C.-T. King. “Scoped Broadcast in Dynamic Peer-to-Peer Networks,” IEEE Annual Int’l Computer Software and Applications Conf. (COMPSAC’05), July, 2005.
30. A. Banerjee, C.-T. King, and H.-C. Hsiao. “Embedding a Cluster-based Overlay Mesh in Mobile Ad hoc Networks without Cluster Heads,” Int’l Conf. on Parallel Processing (ICPP’05), June, 2005.
31. H.-C. Hsiao, C.-T. King, and C.-W. Wang. “Typhoon: Mobile Distributed Hash Tables,” Journal of Parallel and Distributed Computing (JPDC), Special Issue on Theoretical and Algorithmic Aspects of Sensor, Ad Hoc Wireless, and Peer-to-Peer Networks, Feb. 2005.
32. H.-C. Hsiao, C.-T. King, and S.-Y. Gao. “Making Exploitation of Peers Heterogeneity as a First Class Citizen for Resource Discovery in Peer-to-Peer Networks,” Int’l Conf. on Embedded on Ubiquitous Computing (EUC’04), Aug. 2004. Lecture Notes in Computer Science (LNCS), 3207 Springer 2004. (104篇接受論文中獲最佳論文獎)
33. H.-C. Hsiao and C.-T. King. “Tornado: A Capability-Aware Peer-to-Peer Storage Overlay,” Journal of Parallel and Distributed Computing (JPDC), Special Issue on Middleware, June 2004.
34. H.-C. Hsiao, P.-S. Huang, S. Banerjee, and C.-T. King. “Taking Advantage of the Overlay Geometrical Structures for Mobile Agent Communications,” IEEE Int’l Parallel and Distributed Processing Symp. (IPDPS’04), Apr. 2004.
35. H.-C. Hsiao and C.-T. King. “A Tree Model for Structured Peer-to-Peer Protocols,” IEEE/ACM Int’l Symp. on Cluster Computing and the Grid (CCGrid’03), May, 2003.
36. H.-C. Hsiao and C.-T. King. “Bristle: A Mobile Structured Peer-to-Peer Architecture,” IEEE Int’l Par-allel and Distributed Processing Symp. (IPDPS’03), Apr. 2003.
37. H.-C. Hsiao and C.-T. King. “Tornado: Capability-Aware Peer-to-Peer Storage Networks,” IEEE Int’l Parallel and Distributed Processing Symp. (IPDPS’03), Apr. 2003.
38. H.-C. Hsiao and C.-T. King. “Similarity Discovery in Structured P2P Overlays,” Int’l Conf. on Parallel Processing (ICPP’03), Oct. 2003.
39. H.-C. Hsiao, C.-M. Lin, and C.-T. King. “A Spontaneous Overlay Search Tree,” ACM/IFIP Int’l Conf. on Parallel and Distributed Computing (Euro-Par’03), Aug. 2003. Lecture Notes in Computer Science (LNCS), 2790 Springer 2003.
40. H.-C. Hsiao and C.-T. King. “Neuron: A Wide-Area Service Discovery Infrastructure,” Int’l Conf. on Parallel Processing (ICPP’02), Aug. 2002.
41. H.-C. Hsiao and C.-T. King. “Modeling and Evaluating Peer-to-Peer Storage Architectures,” IEEE Int’l Parallel and Distributed Processing Symp. (IPDPS’02), Apr. 2002.
42. H.-C. Hsiao and C.-T. King. “Implementation and Evaluation of Directory Hints in CC-NUMA Multi-processors,” Parallel Computing (PaCo), Jan. 2002.
43. H.-C. Hsiao and C.-T. King. “The Thread-Based Protocol Engines for CC-NUMA Multiprocessors,” Int’l Conf. on Parallel Processing (ICPP’00), Aug. 2000.
44. H.-C. Hsiao and C.-T. King. “Boosting the Performance of NOW-based Shared Memory Multiproces-sors Through Directory Hints,” IEEE Int’l Conf. on Distributed Computing Systems (ICDCS’00), Apr. 2000.
45. H.-C. Hsiao and C.-T. King. “MICA: A Memory and Interconnect Simulation Environment for Cache-based Architectures,” IEEE Annual Simulation Symp. (SS’00), Apr. 2000.