Robert Hsu's Web Page



  1. Moise W. Convolbo, Jerry Chou, Ching-Hsien Hsu*, Yeh-Ching Chung, "GEODIS: Towards the Optimization of Data locality-aware Jobs Scheduling in Geo-distributed Data Centers", Computing, 100(1), pp. 21-46, Jan. 2018.
  2. Fuu-Cheng Jiang, Ching-Hsien Hsu*, and Shangguang Wang, "Logistic Support Architecture with Petri Net Design in Cloud Environment for Services and Profit Optimization", IEEE Transactions on Services Computing, Vol. 10, No. 6, pp. 879-888, Nov. 2017. (PDF)
  3. Fuu-Cheng Jiang, Ching-Hsien Hsu*, "Fault-tolerant System Design on Cloud Logistics by Greener Standbys Deployment with Petri Net Model", Neurocomputing, Vol. 256, pp. 90-100, 2017 (PDF)
  4. Anna Kobusinska, Ching-Hsien Hsu, "Towards Increasing Reliability of Clouds Environments with RESTful Web Services", Future Generation Computer Systems, Nov. 2017. https://doi.org/10.1016/j.future.2017.10.050
  5. Wentai Wu, Weiwei Lin, Ching-Hsien Hsu, LiGang He, "Energy-Efficient Hadoop for Big Data Analytics and Computing: A Systematic Review and Research Insights",  Future Generation Computer Systems, Dec. 2017, https://doi.org/10.1016/j.future.2017.11.010
  6. Jun Huang, Cong-Cong Xing, Jiangtao Luo, Fen Hou, Ching-Hsien Hsu*, “Optimizing M2M Communications and Quality of Services in the IoT for Sustainable Smart Cities”, IEEE Transactions on Sustainable Computing. DOI 10.1109/TSUSC.2017.2702589.
  7. Wang, Shangguang, Zhou, Ao, Yang, Mingzhe, Sun, Lei, Ching-Hsien Hsu*, Yang, fangchun, “Service Composition in Cyber-Physical-Social Systems,” IEEE Transactions on Emerging Topics in Computing, Accepted, TETC-2016-09-0245, Feb. 2017. DOI 10.1109/TETC.2017.2675479  (PDF)
  8. Ao Zhou, Shangguang Wang, Ching-Hsien Hsu*, "Network Failure-aware Redundant Virtual Machine Placement in a Cloud Data Center", Concurrency and Computation: Practice and Experience, 29(24), Dec. 2017 (DOI-10.1002/cpe.4290)
  9. Hao Wu, Kun Yue, Ching-Hsien Hsu*, Yiji Zhao, Binbin Zhang, Guoying Zhang, “Deviation-based Neighborhood Model for Context-Aware QoS Prediction of Cloud and IoT Services“ Future Generation Computer Systems, Vol. 76, pp. 550-560, 2017 (PDF)
  10. Shangguang Wang, Lin Huang, Lei Sun, Ching-Hsien Hsu*, Fangchun Yang, “Efficient and Reliable Service Selection for Heterogeneous Distributed Software Systems”, Future Generation Computer Systems, Vol. 74, pp. 158-167, 2017.  (PDF)
  11. Weizhe Zhang, Hucheng Xie, Ching-Hsien Hsu, "Automatic Memory Control of Multiple Virtual Machines on a Consolidated Server", IEEE Transactions on Cloud Computing. 5(1), pp. 2-14, Jan. 2017.   (CHU)(PDF)
  12. Zhibin Jiang, Ching-Hsien Hsu*, Daqiang Zhang, Xiaolei Zou, "Evaluating Rail Transit Timetable Using Big Passengers' Data", Journal of Computer and System Sciences, , Vol. 82, Issue 1, Part B, pp. 144-155, Feb. 2016. (CHU) (PDF)
  13. Shangguang Wang, Ao Zhou, Ching-Hsien Hsu* and Fangchun Yang, "Provision of Data-intensive Services through Energy- and QoS-aware Virtual Machine Placement in National Cloud Data Centers", IEEE Transactions on Emerging Topics in Computing, 4(2), pp. 290-300, April 2016. (PDF)(CHU)
  14. Shangguang Wang, Tao Lei, Ching-Hsien Hsu*, Lingyan Zhang and Fangchun Yang, "Offloading Mobile Data Traffic for QoS-Aware Service Provision in Vehicular Cyber-Physical Systems", Future Generation Computer Systems, Vol. 61, pp. 118-127, August 2016.  (CHU) (PDF)
  15. Yi-Ju Chiang, Yen-Chieh Ouyang, Ching-Hsien Hsu, "Performance and Cost-effectiveness Analyses in Cloud System Based on Rejected and Impatient Customers", IEEE Transactions on Services Computing, Vol. 9, No. 3, pp. 446-455, May 2016.  (CHU) (PDF)
  16. Shangguang Wang, Lin Huang, Ching-Hsien Hsu*, Fangchun Yang, "Collaboration Reputation for Trustworthy Web Service Selection in Social Networks", Journal of Computer and System Sciences, Vol. 82, Issue 1, Part B, pp. 130-143, Feb. 2016. (CHU) (PDF)
  17. Ao Zhou, Shanguang Wang, Zibin Zheng, Ching-Hsien Hsu, Michael R. Lyu and Fangchun Yang, “On Cloud Service Reliability Enhancement with Optimal Resource Usage”, IEEE Transactions on Cloud Computing, 4(4), pp. 452-466, Oct. 2016.  (CHU)(PDF)
  18. Ying-Ti Liao, Jiazheng Zhou, Chia-Hung Lu, Shih-Chang Chen, Ching-Hsien Hsu*, Wenguang Chen, Mon-Fong Jiang, Yeh-Ching Chung, “Data Adapter For Querying and Transformation Between SQL and NoSQL Database," Future Generation Computer Systems, Vol. 65, pp. 111-121, December 2016.  (CHU)(PDF)(CF.TC)
  19. You Ma, Shangguang Wang, Patrick Hung, Ching-Hsien Hsu and Fangchun Yang, "A Highly Accurate Prediction Algorithm for Unknown Web Service QoS Values", IEEE Transactions on Services Computing, Vol. 9, No. 4, pp. 511-523, July 2016. (CHU) (PDF)
  20. Ching-Hsien Hsu, Kenn Slangter, Yeh-Ching Chung "Locality and Loading Aware Virtual Machine Mapping Techniques for Optimizing Communications in MapReduce Applications", Future Generation Computer Systems., Vol. 53, pp. 43-54, Dec. 2015.   (CHU)  (PDF)
  21. Ching-Hsien Hsu, Tai-Lung Chen, Chao-Tung Yang, and Hai-Cheng Chu "Scheduling Contention-Free Broadcasts in Heterogeneous Networks", International Journal of Communication Systems (IJCS), Vol. 28, Issue 5, pp. 952-971, 2015.  (CHU) (PDF)
  22. Kenn Slagter, Ching-Hsien Hsu*, Yeh-Ching Chung, "An Adaptive and Memory Efficient Sampling Mechanism for Partitioning in MapReduce", International Journal of Parallel Programming, Vol. 43, Issue 3, pp. 489-507, June 2015.  (CHU) (PDF)
  23. Yi-Ju Chiang, Yen-Chieh Ouyang and Ching-Hsien Hsu, "An Efficient Green Control Algorithm in Cloud Computing for Cost Optimization", IEEE Transactions on Cloud Computing, Vol. 3, No. 2, pp. 145-155, 2015. (CHU) (PDF)
  24. Lin Huang, Shangguang Wang, Ching-Hsien Hsu*, Juanjuan Zhang and Fangchun Yang, "Using Reputation Measurement to Defend Mobile Social Networks against Malicious Feedback Rating", Journal of Supercomputing, Vol. 71, Issue 6 (2015), pp. 2190-2203  (CHU) (PDF)
  25. Ching-Hsien Hsu, Kenn Slagter, Shih-Chang Chen and Yeh-Ching Chung, "Optimizing Energy Consumption with Task Consolidation in Cloud", Information Science, Vol. 258, pp. 252-263 (452-462), Feb. 2014. (PDF)(CHU)
  26. Kenn Slagter, Ching-Hsien Hsu* and Yeh-Ching Chung, "SmartJoin: A Network-Aware Multiway join for MapReduce", Cluster Computing, Vol. 17, Issue 3, pp. 629-641, 2014. (PDF)(CHU)
  27. Daqiang Zhang, Ching-Hsien Hsu, Min Chen, Quan Chen, Naixue Xiong, Jaime Lloret Mauri, "Cold-Start Recommendation Using Bi-Clustering and Fusion for Large-Scale Social Recommender Systems", IEEE Transactions on Emerging Topics in Computing, Vol. 2, No. 2, pp.239-250, 2014 (CHU) (PDF)
  28. Shangguang Wang, Ching-Hsien Hsu, Zhongjun Liang, Qibo Sun, Fangchun Yang, "Multi-user web service selection based on multi-QoS prediction", Information System Frontiers, 16(1), pp. 143-152, 2014  (PDF)(CHU)
  29. Lung-Pin Chen, Chien-An Lin, Kuan-Ching Li, Ching-Hsien Hsu, Zhi-Xian Chen, "A Scalable Blackbox-Oriented e-Learning System based on Desktop Grid over Private Cloud", Future Generation Computer Systems, Vol. 38, pp. 1-10, September 2014.   (PDF) (CHU)
  30. Yi-Ju Chiang, Yen-Chieh Ouyang and Ching-Hsien Hsu, "An optimal control policy to realize green cloud systems with SLA-awareness", Journal of Supercomputing, Vol. 69, No. 3, 1284-1310, 2014. (PDF)(CHU)
  31. Chao-Tung Yang, Jung-Chun Liu, Ching-Hsien Hsu and Wei-Li Chou, "On Improvement of Cloud Virtual Machine Availability with Virtualization Fault Tolerance Mechanism", Journal of Supercomputing, Vol. 69, No. 3, pp. 1103-1122, 2014.  (PDF)(CHU)
  32. Jiun-Hung Ding, Roger Chien, Shih-Hao Hung, Yi-Lan Lin, Che-Yang Kuo, Ching-Hsien Hsu and Yeh-Ching Chung, "A Framework of Cloud-based Virtual Phones for Secure Intelligent Information Management", International Journal of Information Management, 34(3), pp. 329-335, June 2014. (PDF)(CHU)
  33. Ching-Hsien Hsu, Daqiang Zhang, Chao-Tung Yang and Hai-Cheng Chu, "An Efficient Method for Optimizing Reader Deployment and Energy Saving", Sensor Letters, Vol. 11, No. 9, pp.1695-1703, 2013  (CHU)
  34. Kenn Slagter, Ching-Hsien Hsu*, Yeh-Ching Chung and Daqiang Zhang, "An Improved Partitioning Mechanism for Optimizing Massive Data Analysis Using MapReduce", Journal of Supercomputing, Vol. 66, No. 1, pp. 539-555, 2013 (DOI) 10.1007/s11227-013-0924-9) (PDF)(CHU)
  35. Fuu-Cheng Jiang, Fang-Yi Leu, Hsiang-Wei Wu and Ching-Hsien Hsu, "Toward Sustainable Sensor Field by Greener Technique of Optimization with Queue-based Approach", Journal of Internet Technology, Vol. 14, No. 4, July 2013. (PDF)(CHU)
  36. Ching-Hsien Hsu and Shih-Chang Chen, “Efficient Selection Strategies towards Processor Reordering Techniques for Improving Data Locality in Heterogeneous Clusters”, The Journal of Supercomputing, Volume 60, Issue 3, pp. 284-300, 2012.  (PDF)(CHU)
  37. Ching-Hsien Hsu, "Enabling Technologies for programming extreme scale systems", Journal of Supercomputing, Volume 61, Issue 1, pp. 1-5, 2012.  (PDF)(CHU)
  38. Hung-Yu Chang and Ching-Hsien Hsu, "On Customization of Virtual Cluster and It's Performance analysis", Journal of Information Technology and Applications, Vol. 6, No. 4, pp. 182-191, 2012. (PDF)(CHU)
  39. Ching-Hsien Hsu and Peter Sloot, "Communication Optimization for Scalable Parallel System", Journal of Supercomputing, Volume 60, Issue 1, pp. 1-3, 2012. //CHU100.4 (PDF)(CHU)
  40. Ching-Hsien Hsu, "Ubiquitous Intelligence and Computing: Building Smart Environment in Real and Cyber Space", Journal of Ambient Intelligence and Humanized Computing, Volume 3, Issue 2, pp. 83-85, 2012. (PDF)
  41. Po-Chi Shih, Yeh-Ching Chung, Kuan-Ching Li, Chao-Tung Yang, Ching-Hsien Hsu, Fang-Rong Hsu, Dong-Lin Yang and Chia-Hsien Wen, “Medicare-Grid: A Grid Based E-Health System”, Information Journal, Vol. 15, No. 6, June 2012. 
  42. Ching-Hsien Hsu and Hai Jin, “Services Composition and Virtualization Technologies,”IEEE Transactions on Services Computing. 4(3), pp. 181, 2011.  (PDF)
  43. Ching-Hsien Hsu, Han-Chieh Chao and Jong-Hyuk Park, “Threshold Jumping and Wrap-Around Scan Techniques toward Efficient Tag Identification in High Density RFID Systems”, Information Systems Frontiers (ISF), 13(4), 471-480, Sept. 2011.  (PDF)(CHU)
  44. Shuen-Tai Wang, Chin-Hung Li, Hsi-Ya Chang, Ying-Chuan Chen and Ching-Hsien Hsu, "Developing an Automated Mechanism for Cluster Computing in Computerized Classroom", Procedia Computer Science, Issue 4, pp. 2068-2075, 2011.  (PDF)
  45. Taeshik Shon, Ching-Hsien Hsu and Liudong Xing, “Advanced Technologies and Practices in Recent Wireless Sensor Networks”, Wireless Personal Communications, 60(3), 385-388, 2011. (PDF)
  46. Ching-Hsien Hsu, Hai Jin and Franck Cappello, “Peer-to-Peer Grid Technologies”, Future Generation Computer Systems (FGCS), Vol. 26, No. 5, pp. 701-703, 2010.  (PDF)
  47. Chao-Tung Yang, Ming-Feng Yang, Yao-Chun Chi and Ching-Hsien Hsu, “An Anticipative Recursively Adjusting Mechanism for parallel file transfer in Data Grids”, Concurrency and Computation: Practice and Experience (CCPE), 2010: 22 (15): 2144-2169. (PDF)
  48. Ching-Hsien Hsu and Shih Chang Chen, “A Two-Level Scheduling Strategy for Optimizing Communications of Data Parallel Programs in Clusters”, International Journal of Ad-Hoc and Ubiquitous Computing (IJAHUC), pp. 263-269, Vol 6, No. 4, 2010.  (PDF)
  49. Ching-Hsien Hsu, Yun-Chiu Ching, Laurence T. Yang and Frode Eika Sandnes, “An Efficient Peer Collaboration Strategy for Optimizing P2P Services in BitTorrent-Like File Sharing Networks”, Journal of Internet Technology (JIT), Vol. 11, Issue 1, January 2010, pp. 79-88.  (PDF)
  50. Chao-Tung Yang, Wen-Chung Shih and Ching-Hsien Hsu, “On Utilization of the Grid Computing Technology for Video Conversion and 3D Rendering”, Computer Standards and Interfaces, Vol. 32, No. 1, pp. 29-37, 2010  (doi:10.1016/j.csi.2009.06.003)  (PDF)
  51. Ching-Hsien Hsu and Tai-Lung Chen, “Performance and Economization Oriented Scheduling Techniques for Managing Applications with QoS Demands in Grids”, International Journal of Ad-Hoc and Ubiquitous Computing, Vol. 5, No. 4, pp. 219-226, 2010.  (PDF)
  52. Ching-Hsien Hsu, “Applications and Security in Web and Pervasive Environments”, Intelligent Automation and Soft Computing, Vol. 16, pp. 395-397, 2010. (PDF)
  53. Ching-Hsien Hsu, Laurence T. Yang, Frode Eika Sandnes and Zhen Liu, “Toward Merging Ubiquitous and Grid Services”, Journal of Internet Technologies, Vol. 11, Issue 1, pp. 1-2, January 2010.  
  54. Ching-Hsien Hsu, Chi-Guey Hsu, Shih-Chang Chen and Tai-Lung Chen, “Message Transmission Techniques for Low Traffic P2P Services”, International Journal of Communication Systems, Vol. 22, No. 9, pp. 1105-1122, September 2009 (DOI: 10.1002/dac.1010)
  55. Chao-Tung Yang, I-Hsien Yang, Shih-Yu Wang, Ching-Hsien Hsu and Kuan-Ching Li, "A Recursive-Adjustment Co-Allocation Scheme with Cyber-Transformer in Data Grids," Future Generation Computer Systems , Elsevier, Vol. 25, No. 7, pp. 695-703, July 2009.  (PDF)
  56. Ching-Hsien Hsu and Bing-Ru Tsai, “Scheduling for Atomic Broadcast Operation in Heterogeneous Networks with One Port Model,” The Journal of Supercomputing, Springer, Vol. 50, Issue 3, pp. 269-288, December 2009.  (PDF)
  57. Jong Hyuk Park, Ching-Hsien Hsu and Hamid R. Arabnia, “Intelligent Systems and Smart Home”, Information Systems Frontiers, Springer, Vol. 11, No. 5, pp. 481-482, November 2009.  (PDF)
  58. Ching-Hsien Hsu, Shih-Chang Chen and Chia-Hao Yu, “A Priority Based Transaction Mechanism towards High Reliable RFID Services,” International Journal of Ad-Hoc and Ubiquitous Computing, Vol. 4, Issue 6, pp. 323-333, Dec. 2009.
  59. Chao-Tung Yang, Chun-Pin Fu and Ching-Hsien Hsu, “File Replication Maintenance and Consistency Management Services in Data Grids”, Journal of Supercomputing, Vol. 53, Issue 3, pp. 411-439, July 2009. (DOI 10.1007s11227-009-0302-9)  (PDF)
  60. Jong Hyuk Park, Stefanos Gritzalis and Ching-Hsien Hsu, “Intelligent Ubiquitous Computing: Application and Security Issues”, Internet Research, Vol. 19, issue 2, pp. 133-135, 2009
  61. Ching-Hsien Hsu, Jong Hyuk Park, Laurence T. Yang and Mario Freire, ”Secure Communications and Data Managementin Ubiquitous Services” International Journal of Communication Systems, Vol. 22, No. 9, pp. 1065-1068, September 2009, DOI: 10.1002/dac.1057 
  62. Ching-Hsien Hsu, Shih-Chang Chen, Chia-Hao Yu and Jong Hyuk Park, “Alleviating reader Collision problem in mobile RFID networks,”Journal of Personal and Ubiquitous Computing, Springer, Vol. 13, Issue 7, Page 489-497, DOI 10.1007/s00779-009-0224-9, April 2009. (PDF)
  63. Kuan-Ching Li, Ching-Hsien Hsu, Chia-Hsien Wen, Hsiao-Hsi Wang and Chao-Tung Yang, "A Dynamic and Scalable Performance Monitoring Toolkit for Cluster and Grid Environments", International Journal of High Performance Computing and Networking (IJHPCN), Vol. 6, No. 2, pp. 91-99, 2009.
  64. Ching-Hsien Hsu, Tai-Lung Chen and Jong-Hyuk Park, “On improving resource utilization and system throughput of master slave jobs scheduling in heterogeneous systems,” The Journal of Supercomputing, Springer, Vol. 45, No. 1, pp. 129-150, July 2008. (PDF)
  65. Jean-Marc Pierson, Ching-Hsien Hsu and Jemal Abbawajy, “Towards merging Grid and Pervasive Computing”, International Journal of Pervasive Computing and Communications, Vol. 4, Issue 4, pp. 329-332, 2008. (EI)
  66. Ching-Hsien Hsu, Yi-Min Chen and H. J. Kang, “Performance-Effective and Low-Complexity Redundant Reader Detection in Wireless RFID Networks,” Journal on Wireless Communications and Networking, vol. 2008, Article ID 604747, 9 pages, 2008. doi:10.1155/2008/604747 (PDF)
  67. Ching-Hsien Hsu, Tai-Lung Chen and Kuan-Ching Li, "Performance Effective Pre-scheduling Strategy for Heterogeneous Communication Grid Systems in the master slave paradigm," Future Generation Computer Science (FGCS), Vol. 23, Issue 4, pp. 569-579, May 2007.  (PDF)
  68. Ching-Hsien Hsu, Shih-Chang Chen and Chao-Yang Lan, "Scheduling Contention-Free Irregular Redistribution in Parallelizing Compilers," The Journal of Supercomputing, Kluwer Academic Publisher, Vol. 40, No. 3, pp. 229-247, June 2007.  (PDF)
  69. Ching-Hsien Hsu, Min-Hao Chen, Chao-Tung Yang and Kuan-Ching Li,“Optimizing Communications of Dynamic Data Redistribution on Symmetrical Matrices in Parallelizing Compilers,” IEEE Transactions on Parallel and Distributed Systems, Vol. 17, No. 11, pp. 1226-1241, Nov. 2006. (PDF)
  70. Ching-Hsien Hsu, “Sparse Matrix Block-Cyclic Realignment on Distributed Memory Machines," The Journal of Supercomputing, Vol. 33, No. 3, pp. 175-196, September 2005. (PDF)
  71. Ching-Hsien HsuKun-Ming YuChi-HsiuChen, Chang Wu Yuand Chiu Kuo Liang, "Near-Optimal Generalized Processor Reordering Techniques for Optimizing Data Locality in Parallelizing Compilers," GESTS International Transaction on Computer Science and Engineering, Vol. 2, No. 1, pp. 81-92, Mar. 2005.
  72. Ching-Hsien Hsu, Shih-Chang Chen and Tzu-Tai Lo, “Locality Preserving Data Partitioning for SPMD Programs on Computational Grid," Chung Hua Journal of Science and Engineering, Vol. 3, No. 1, pp. 121-128, January 2005.
  73. Ching-Hsien Hsu and Chun Hsin Wang, “On the Generation of Efficient Communication Addresses for Data Parallel Programs on Distributed Memory Multi-Computers," Chung Hua Journal of Science and Engineering, Vol. 2, No. 2, pp. 27-35, June 2004.
  74. Ching-Hsien Hsu and Kun-Ming Yu, “A Compressed Diagonals Remapping Technique for Dynamic Data Redistribution on Banded Sparse Matrix," The Journal of Supercomputing, Vol. 29, No. 2, pp. 125-143, August 2004, Kluwer Academic Publisher.   (PDF)
  75. Ching-Hsien Hsu, Yeh-Ching Chung, Don-Lin Yang, and Chyi-Ren Dow, “A Generalized Processor Mapping Technique for Array Redistribution,” IEEE Transactions on Parallel and Distributed Systems, Vol. 12, No. 7, pp. 743-757, July 2001.  (PDF)
  76. Ching-Hsien Hsu, Sheng-Wen Bai, Yeh-Ching Chung, and Chu-Sing Yang “A Generalized Basic-Cycle Calculation Method for Array Redistribution,” IEEE Transactions on Parallel and Distributed Systems, Vol. 11, No. 12, pp. 1201-1216, Dec. 2000.  (PDF)
  77. Ching-Hsien Hsu and Yeh-Ching Chung, “Efficient Methods for Multidimensional Array Redistribution,” The Journal of Supercomputing, Vol. 17, No.1, pp. 23-46, August 2000, Kluwer Academic Publisher. (PDF)
  78. Yeh-Ching Chung, Ching-Hsien Hsu, and Sheng-Wen Bai, “A Basic-Cycle Calculation Technique for Efficient Dynamic Data Redistribution,” IEEE Transactions on Parallel and Distributed Systems, Vol. 9, No.4, pp. 359-377, April 1998. (PDF)
  79. Ching-Hsien Hsu and Yeh-Ching Chung, “Efficient Methods for krr and rkr Array Redistribution,” The Journal of Supercomputing, Vol. 12, No. 3, pp. 253-276, May 1998, Kluwer Academic Publisher.  (PDF)