Faculty

蕭宏章

Hung-Chang Hsiao

教授

Contact Info.

資訊系 / 資訊所 / AI學程

  資訊系館新大樓11F 65B04

  06-2757575 ext 62548

  hchsiao@csie.ncku.edu.tw

  分散式系統實驗室

      (資訊系館新大樓10F 65A03)

  Personal Website

teacher

Research Interests

巨量資料計算與儲存、高速計算與儲存、大數據、同儕計算與網路

School Record

台灣 \ 國立清華大學 \ 資訊工程學系 \ 博士(1996 ~ 2000)

Record

  • 國立成功大學 \ 資訊工程學系 \ 教授 (2012 ~ now)
  • 國立成功大學 \ 計算機與網路中心 \ 副主任 (2019 ~ 2021)
  • 國立成功大學 \ 研究總中心 \ 企畫組組長 (2013 ~ 2015)
  • 國立成功大學 \ 研究總中心 \ 業務組組長 (2012 ~ 2012)
  • 國立成功大學 \ 資訊工程學系 \ 副教授 (2009 ~ 2012)
  • 國立成功大學 \ 資訊工程學系 \ 助理教授 (2005 ~ 2009)

Publications

Accepted Papers to be Published

  • 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 International Conference on Big Data (BigData), 2023.
  • H.-C. Tran, Y.-L. Lo, H.-C. Yang, H.-C. Hsiao, F.-T. Cheng, and T.-H. Kuo. "Intelligent Additive Manufacturing Architecture for Enhancing Uniformity of Surface Roughness and Mechanical Properties of Laser Powder Bed Fusion Components" IEEE Transactions on Automation Science and Engineering (TASE), 2023.
  • C.-P. Tsai, H.-C. Hsiao and Y.-C. Lai. "The Data Recovery Service in NoSQL," IEEE International Conference on Big Data (BigData), 2022.
  • 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 Manufacturing based on Container Technology and Cloud Manufacturing Services," IEEE International Conference on Automation Science and Engineering (CASE), 2022.
  • 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 Learning Platform Made Simple" European Workshop on Machine Learning and Systems (EuroMLSys) in conjunction with European Conf. Computer Systems (EuroSys), 2022.
  • 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 Manufacturing based on Container Technology and Cloud Manufacturing Services" IEEE Transactions on Automation Science and Engineering (TASE), 2022.

Refered Papers

  • H.-C. Tran, Y.-L. Lo, H.-C. Yang, H.-C. Hsiao, F.-T. Cheng, and T.-H. Kuo. "Intelligent Additive Manufacturing Architecture for Enhancing Uniformity of Surface Roughness and Mechanical Properties of Laser Powder Bed Fusion Components," IEEE Transactions on Automation Science and Engineering (TASE), 2023.
  • 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 Manufacturing based on Container Technology and Cloud Manufacturing Services," IEEE Transactions on Automation Science and Engineering (TASE), 2022.
  • Sun-Yuan Hsieh, Chi-Ting Chen, Chi-Hao Chen, Tzu-Hsiang Yen, Hung-Chang Hsiao, and Rajkumar Buyya. "Novel Scheduling Algorithms for Efficient Deployment of MapReduce Applications in Heterogeneous Computing Environments," IEEE Transactions on Cloud Computing (TCC), 2018.
  • Hung-Chang Hsiao, Huesh-Yi Chung, Haiying Shen, and Yu-Chang Chao. "Load Rebalancing for Distributed File Systems in Clouds," IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 24, No. 5, May 2013, pp. 951-962.
  • Hung-Chang Hsiao and Che-Wei Chang. "A Symmetric Load Balancing Algorithm with Performance Guarantees for Distributed Hash Tables," IEEE Transactions on Computers (TC), Vol. 62, No. 4, April 2013, pp. 662-675.
  • Hung-Chang Hsiao and Hong-Wei Su. "On Optimizing Overlay Topologies for Search in Unstructured Peer-to-Peer Networks," IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 23, No. 5, May 2012, pp. 924-935.
  • Hung-Chang Hsiao, Hao Liao, Ssu-Ta Chen, and Kuo-Chan Huang. "Load Balance with Imperfect Information in Structured Peer-to-Peer Systems," IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 22, No. 4, April 2011, pp. 634-649.
  • Hung-Chang Hsiao, Hao Liao, and Po-Shen Yeh. "A Near-Optimal Algorithm Attacking the Topology Mismatch Problem in Unstructured Peer-to-Peer Networks," IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 21, No. 7, July 2010, pp. 983-997.
  • Hung-Chang Hsiao, Hao Liao, and Cheng-Chyun Huang. "Resolving the Topology Mismatch Problem in Unstructured Peer-to-Peer Networks," IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 20, No. 11, November 2009, pp. 1668-1681.
  • Hung-Chang Hsiao, Yung-Chih Lin, and Hao Liao. "Building Small-World Peer-to-Peer Networks Based on Hierarchical Structures," IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 20, No. 7, July 2009, pp. 1023-1037.
  • Hung-Chang Hsiao and Chih-Peng He. "A Tree-Based Peer-to-Peer Network with Quality Guarantees," IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 19, No. 8, August 2008, pp. 1099-1110.
  • Hung-Chang Hsiao, Chung-Ta King, and Chia-Wei Wang. "TYPHOON: Mobile Distributed Hash Tables," Journal of Parallel and Distributed Computing (JPDC), Vol. 65, No. 2, February 2005, pp. 191-206.
  • Hung-Chang Hsiao and Chung-Ta King. "Tornado: A Capability-Aware Peer-to-Peer Storage Overlay," Journal of Parallel and Distributed Computing (JPDC), Vol. 64, No. 6, June 2004, pp. 747-758.
  • Hung-Chang Hsiao and Chung-Ta King. "Implementation and Evaluation of Directory Hints in CC-NUMA Multiprocessors," Parallel Computing (PaCo), Vol. 28, No. 1, May 2012, pp. 107-132.

Conference Papers

International Conference

  • 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 International Conference on Big Data (BigData), 2023.
  • C.-P. Tsai, H.-C. Hsiao and Y.-C. Lai. "The Data Recovery Service in NoSQL," IEEE International Conference on Big Data (BigData), 2022.
  • 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 Manufacturing based on Container Technology and Cloud Manufacturing Services," IEEE International Conference on Automation Science and Engineering (CASE), 2022.
  • 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 Learning Platform Made Simple," European Workshop on Machine Learning and Systems (EuroMLSys) in conjunction with European Conf. Computer Systems (EuroSys), 2022.
  • Chia-Ping Tsai, Michael Hsu, Andy RK Chang, and Hung-Chang Hsiao. "Bridging the Gap between Big Data System Software Stack and Applications: The Case of Distributed Storage Service for Semiconductor Wafer Fabrication Foundries," Apache HBaseCon Asia, 2019.
  • Chia-Ping Tsai, Hung-Chang Hsiao, Michael Hsu, and Andy RK Chang. "Bridging the Gap between Big Data System Software Stack and Applications: The Case of Semiconductor Wafer Fabrication Foundries," IEEE International Conference on Big Data (BigData), 2018.
  • Hsueh-Yi Chung, Che-Wei Chang, Hung-Chang Hsiao, and Yu-Chang Chao. "The Load Rebalancing Problem in Distributed File Systems," IEEE International Conference on Cluster Computing (Cluster), September, 2012.
  • Amit Banerjee, Chung-Ta King, and Hung-Chang Hsiao. "Embedding a Cluster-Based Overlay Mesh in Mobile Ad Hoc Networks without Cluster Heads," International Conference on Parallel Processing (ICPP), June, 2005.
  • Hung-Chang Hsiao, Po-Sheng Huang, Amit Banerjee, and Chung-Ta King. "Taking Advantage of the Overlay Geometrical Structures for Mobile Agent Communications," IEEE International Parallel and Distributed Processing Symposium (IPDPS), April, 2004.
  • Hung-Chang Hsiao and Chung-Ta King. "Similarity Discovery in Structured P2P Overlays" International Conference on Parallel Processing (ICPP), October, 2003.
  • Hung-Chang Hsiao and Chung-Ta King. "Tornado: A Capability-Aware Peer-to-Peer Storage Network," IEEE International Parallel and Distributed Processing Symposium (IPDPS), April, 2003.
  • Hung-Chang Hsiao and Chung-Ta King. "Bristle: A Mobile Structured Peer-to-Peer Architecture," IEEE International Parallel and Distributed Processing Symposium (IPDPS), April, 2003.
  • Hung-Chang Hsiao and Chung-Ta King. "Neuron---A Wide-Area Service Discovery Infrastructure," International Conference on Parallel Processing (ICPP), August, 2002.
  • Hung-Chang Hsiao and Chung-Ta King. "Modeling and Evaluating Peer-to-Peer Storage Architectures," IEEE International Parallel and Distributed Processing Symposium (IPDPS), April, 2002.
  • Hung-Chang Hsiao and Chung-Ta King. "The Thread-Based Protocol Engines for CC-NUMA Multiprocessors," International Conference on Parallel Processing (ICPP), August, 2000.
  • Hung-Chang Hsiao and Chung-Ta King. "Boosting the Performance of NOW-based Shared Memory Multiprocessors through Directory Hints," IEEE International Conference on Distributed Computing Systems (ICDCS), April, 2000.

Projects

Students

Honor & Awards

  • Best Paper Award in Taiwan Symposium on Cloud and Services Computing, 2022
  • 台灣雲端計算學會2018年度最佳碩士論文與指導教授獎
  • Best Paper Award in the Taiwan Academic Network Conference, Oct. 24-26, 2018
  • 台灣雲端計算學會2014年度最佳論文
  • 台灣雲端計算學會2011年度最佳論文
  • Best Paper Award in the Taiwan Academic Network Conference, Oct. 27-29, 2010
  • Best Paper Award in the International Workshop on Peer-to-Peer Networking, Dec. 7, 2010
  • Best Paper Award in the IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, Aug. 25-27, 2004

International Conference

Outdated...

  • Program chair: Symposium on Cloud and Services Computing (SCC), 2013(201303)
  • Publication chair: International Conference on Parallel and Distributed Systems (ICPADS), 2011(201112)
  • Program co-chair: Workshop on Compiler Techniques for High-Performance and Embedded Computing (CTHPC), 2011(201106)
  • Tutorial: Industrial Technology Research Institute(201101)
  • Publication chair: International Computer Symposium (ICS), 2010(201012)
  • Vice program co-chair: Taiwan Academic Network Conference (TANET), 2010(201010)
  • Publication chair: IEEE International Conference on Service-Oriented Computing and Applications (SOCA), 2009(200912)
  • Vice program chair: IEEE International Conference on Parallel and Distributed System (ICPADS), 2009(200912)
  • Tutorial: Industrial Technology Research Institute(200910)
  • Program chair: Workshop on Grid Technologies and Applications (WoGTA), 2008(200812)
  • Publicity chair: IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2007(200712)
  • Programco-chair: Workshop on Compiler Techniques for High-PerformanceComputing, 2006(200603)
  • Tutorial: International Conference on Parallel Processing (ICPP), 2003(200310)
  • Tutorial: IEEE International Conference on Computer Networks and Mobile Computing (ICCNMC), 2003(200310)
  • Tutorial: IEEE International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2002(200210)