书籍

教材:《深入理解大数据--大数据并行处理与编程实践》,黄宜华 主编,机械工业出版社,2014.7,488页。
教育部计算机专业教学指导委员会列为"计算机类专业系统能力培养系列教材"
出版社图书介绍网址:http://www.hzbook.com/Books/7874.html


论文

年份: [ 2016]  [ 2015]  [ 2014]  [2013]  [ 2012]  [ 2011]  [ 2010]  [ 2009] [ 2008]

2016 Top

  • Bo Zhao, Yongji He, Chunfeng Yuan and Yihua Huang. Stock Market Prediction Exploiting Microblog Sentiment Analysis. Accepted by International Joint Conference on Neural Networks (IJCNN) 2016, 24-29 July, Vancouver, Canada.
  • 2015 Top

  • Shi Shengsheng, Liu Chengfei, Huang Yihua. AutoRM: An effective approach for automatic Web data record mining. Knowledge-Based Systems. Vol 89, p 314-331, Nov. 2015.
  • Gu Rong, Jin Lei, Huang Yihua. Parallel Training GBRT Based on KMeans Histogram Approximation for Big Data. ICA3PP 2015, Nov 20-23, 2015. Zhangjiajie, China
  • Zhaokang Wang, Shiqing Fan, Rong Gu, Chunfeng Yuan, and Yihua Huang. iPLAR: Towards Interactive Programming with Parallel Linear Algebra in R. ICA3PP 2015, Nov 20-23, 2015. Zhangjiajie, China
  • Gu Rong,Tang Yun, Huang Yihua.Unified Programming Model and Software Framework for Big Data Machine Learning and Data Analytics.. COMPSAC 2015, DSC Workshop, July 27-30, 2015. Taiwan
  • Rong Gu, Yun Tang, Zhaokang Wang, Shuai Wang, Xusen Yiny, Chunfeng Yuan and Yihua Huang.Efficient Large Scale Distributed Matrix Computation with Spark. IEEE BigData 2015, MBD-SONET Workshop. Oct.27-30, 2015. Santa Clara, USA
  • 黄宜华.大数据机器学习系统研究进展. 《大数据》.2015, 01期创刊号:28-47
  • 高兴坤, 顾荣, 袁春风, 黄宜华. 基于Spark的大规模矩阵并行化分解与求逆. 第三届CCF大数据学术会议. 合肥, 2015.10.20.
  • 张海鹏, 顾荣, 袁春风, 黄宜华. 基于Flink的大规模矩阵计算库的设计与实现. 第三届CCF大数据学术会议. 合肥, 2015.10.20.
  • Rong Gu, Shanyong Wang, FangFang Wang, Chufeng Yuan, Yihua Huang. Cichlid: Efficient Large Scale RDFS/OWL Reasoning with Spark. Accepted by 2015 IEEE International Parallel & Distributed Processing Symposium (IPDPS 2015), India, May 25-29, 2015.
  • 2014  Top

  • Rong Gu, Xiaoliang Yang, Jinshuang Yan, Yuanhao Sun, Bing Wang, Chunfeng Yuan, and Yihua Huang. SHadoop: Improving MapReduce Performance By Optimizing Job Execution Mechanism in Hadoop Clusters. Journal of Parallel and Distributed Computing. Vol.74(3), 2014, pp. 2166-2179.
  • Rong Gu, Wei Hu, Yihua Huang. Rainbow: A Distributed and Hierarchical RDF Triple Store with Dynamic Scalability. IEEE International Conference on Big Data (IEEE BigData 2014), Oct. 27-30, Washington, USA.
  • Shengsheng Shi, Chengfei Liu, Chunfeng Yuan, Yihua Huang. Multi-Feature and DAG-Based Multi-Tree Matching Algorithm for Automatic Web Data Mining . The 2014 Web Intelligence Congress(WI 2014), Aug. 11-14, Warsaw, Poland.
  • Ge, Wei; Huang, Yihua; Zhao, Di; Luo, Shengmei; Yuan, Chunfeng; Zhou, Wenhui; Tang, Yun; Zhou, Juan. CinHBa: A secondary index with hotscore caching policy on key-value data store. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 8933, p 602-615, 2014.
  • Hongjian Qiu, Rong Gu, Chunfeng Yuan and Yihua Huang. YAFIM: A Parallel Frequent Itemset Mining Algorithm with Spark. The 3rd International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics, conjunction with IPDPS 2014, May 23, 2014. Phoenix, USA.
  • Lei Jin, Rong Gu, Chunfeng Yuan and Yihua Huang. Large Scale Deep Learning On Xeon Phi Many-core Coprocessor. The 3rd International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics, conjunction with IPDPS 2014, May 23, 2014. Phoenix, USA.
  • Rong Gu, Xiaoliang Yang, Jinshuang Yan, Yuanhao Sun, Bing Wang, Chunfeng Yuan, and Yihua Huang. SHadoop: Improving MapReduce Performance By Optimizing Job Execution Mechanism in Hadoop Clusters. Journal of Parallel and Distributed Computing. Vol.74(3), 2014, pp. 2166-2179.
  • 顾荣,严金双, 杨晓亮, 袁春风, 黄宜华. Hadoop MapReduce短作业执行性能优化. 《计算机研究与发展》,2014,Vol. 51 (6): 1270-1280.
  • 赵博, 黄书剑, 戴新宇, 袁春风, 黄宜华. 基于分布内存数据库的并行化层次短语机器翻译算法. 《计算机研究与发展》,2014,Vol. 51 (12): 2724-2732.
  • Chuanlei Zheng and Shuai Wang. Characterizing Soft Error Vulnerability of Cache Coherence Protocols for Chip-Multiprocessors. To appear in Proc. of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT 2014), Amsterdam, Netherlands, Oct. 1-3, 2014.
  • Shuai Wang and Tao Jin. Wireless Network-on-Chip: A Survey. IET Journal of Engineering (IET JOE), April, 2014.
  • Guangshan Duan and Shuai Wang. Exploiting Narrow-Width Values for Improving Non-Volatile Cache Lifetime. In Proc. of the Conference on Design, Automation and Test in Europe (DATE 2014), Dresden, Germany, March 24-28, 2014.
  • Guangshan Duan and Shuai Wang. Exploiting Narrow-Width Values for Improving Non-Volatile Cache Lifetime. To appear in Proc. of the Conference on Design, Automation and Test in Europe (DATE 2014), Dresden, Germany, March 24-28, 2014.
  • 2013  Top

  • Rong Gu, Furao Shen, and Yihua Huang. A Parallel Computing Platform for Training Large Scale Neural Networks. Proceedings of 2013 IEEE International Conference on Big Data(IEEE BigData 2013). Oct. 6-9, 2013. Santa Clara, CA, USA.
  • Shengsheng Shi, Wu Wei, Yulong Liu, Haitao Wang, Lei Luo, Chunfeng Yuan, and Yihua Huang. NEXIR: A Novel Web Extraction Rule Language toward a Three-Stage Web Data Extraction Model. The 14th International Conference on Web Information System Engineering (WISE2013), Nanjing, China, 13-15 Oct. 2013. WISE 2013, Part I, “Lecture Notes in Computer Science” Proceedings 8180, p29-42, Springer-Verlag Berlin Heidelberg, 2013.
  • Wu Wei, Shengsheng Shi, Yulong Liu, Haitao Wang, Chunfeng Yuan and Yihua Huang. Extraction Rule Language for Web Information Extraction and Integration. The 10th Web Information System and Application Conference, Nov. 1-3, Yangzhou, China, 2013.
  • Shengsheng Shi, FuliangQuan,Tao Xie,Chunfeng Yuan and Yihua Huang. Layered and Weighted Tree Matching Algorithm for Automatic Web Data Records Recognition. The 10th Web Information System and Application Conference, Nov. 1-3, Yangzhou, China, 2013.
  • Yi Shen, Shengsheng Shi, Haitao Wang, Wu Wei, Chunfeng Yuan, and Yihua Huang. Parallel Approach and Platform for Large-scale Web Data Extraction. 2013 The First International Conference on Advanced Cloud and Big Data(CBD 2013), Nanjing, Dec. 13-15, 2013.
  • Wenhui Zhou, Chunfeng Yuan, Rong Gu, Yihua Huang. Large Scale Nearest Neighbors Search Based on Neighborhood Graph. 2013 The First International Conference on Advanced Cloud and Big Data(CBD 2013), Nanjing, Dec. 13-15, 2013.
  • 顾荣, 王芳芳, 袁春风,黄宜华. YARM:基于MapReduce的高效可扩展的语义推理引擎. 2013年第一届CCF大数据技术学术会议,12月7-8日,北京.
  • 赵博, 黄书剑, 戴新宇, 袁春风, 黄宜华. 基于分布内存数据库的并行化层次短语机器翻译算法. 2013年第一届CCF大数据技术学术会议,12月7-8, 北京.
  • Tao Jin and Shuai Wang. 1-to-Many and Many-to-1 Communication in Hybrid Wireless Network-on-Chip. To appear in Proc. of the IEEE International Conference on Electronics, Circuits, and Systems (ICECS 2013), Abu Dhabi, UAE, December 8-11, 2013.
  • Shuai Wang, Guangshan Duan, Chuanlei Zheng, and Tao Jin. Combating NBTI-Induced Aging in Data Caches. In Proc. of the ACM Great Lakes Symposium on VLSI (GLSVLSI 2013), pp. 215 - 220, Paris, France, May 2-3, 2013.
  • 2012  Top

  •  Jin Yu, Jianxin Yu, Yihua Huang. Design and Implementation of Embedded Networked Intelligent Chinese Checkers Game Software. International Conference on Automatic Control and Artificial Intelligence (ACAI2012), March 24-26,2012, Xiamen, China
  • Jinshuang Yan, Xiaoliang Yang, Rong Gu, Chunfeng Yuan, and Yihua Huang. Performance Optimization for Short MapReduce Job Execution in Hadoop. Proceedings of 2nd International Conference on Cloud and Green Computing and 2nd International Conference on Social Computing and Its Applications, CGC/SCA 2012, p 688-694, 2012
  • Yongzhuang Wei, Shuai Wang, Chunfeng Yuan, and Yihua Huang. Parallelized Near-Duplicate Document Detection Algorithm for Large Scale Chinese Web Pages. Proceedings of the 13th International Conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2012, p 523-529, 2012.
  • Jian Zhang, Chunfeng Yuan, and Yihua Huang. Parallelized Similarity Flooding Algorithm for Processing Large Scale Graph Datasets with MapReduce. Proceedings of the 13th International Conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2012, p 184-189, 2012.
  • Yulong Liu, Shengsheng Shi, Chunfeng Yuan and Yihua Huang, Automated Text Data Extraction based on Unsupervised Small Sample Learning. The 7th Intellegent System and Knowledge Engineering (ISKE 2012), Dec. 15-17, 2012, Beijing. Chapter in book “Foundations and Applications of Intelligent Systems”, Springer-Verlag Berlin Heidelberg, 2013.
  • Jin Yu, Jianxin Yu, Yihua Huang. Design and Implementation of Embedded Networked Intelligent Chinese Checkers Game Software. International Conference on Automatic Control and Artificial Intelligence (ACAI2012), March 24-26,2012, Xiamen, China
  • Shuai Wang, Jie Hu, and Sotirios G. Ziavras. Replicating Tag Entries for Reliability Enhancement in Cache Tag Arrays. IEEE Transactions on Very Large Scale Integration Systems (TVLSI), Volume 20, Issue 4, pp. 643 - 654, April 2012.
  • Shuai Wang, Jie Hu, and Sotirios G. Ziavras. Exploring BTB Access Filtering for Low-Energy and High-Performance Microarchitectures. IET Computers & Digital Techniques (IET CDT), Volume 6, Issue 1, pp. 50 - 58, January 2012.
  • Chuanlei Zheng, Parijat Shukla, Shuai Wang, and Jie Hu. Exploring Hardware Transaction Processing for Reliable Computing in Chip-Multiprocessors against Soft Errors. In Proc. of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT 2012), pp. 92 - 97, Austin, Texas, Oct. 3-5, 2012.
  • Tao Jin and Shuai Wang. Aging-Aware Instruction Cache Design by Duty Cycle Balancing. In Proc. of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2012), pp. 195 - 200, Amherst, MA, August 19-21, 2012.
  • Shuai Wang, Tao Jin, Chuanlei Zheng, and Guangshan Duan. Low Power Aging-Aware Register File Design by Duty Cycle Balancing. In Proc. of the Conference on Design, Automation and Test in Europe (DATE 2012), pp. 546 - 549, Dresden, Germany, March 12-16, 2012.
  • 2011  Top

  • Xiaoliang Yang, Chunfeng Yuan, Yihua Huang. Parallization of BLAST with MapReduce for long sequence alignment. Proceedings - 2011 4th International Symposium on Parallel Architectures, Algorithms and Programming, PAAP 2011, p 241-246, 2011.
  • Tao Xiao, Shuai Wang, Chunfeng Yuan, Yihua Huang. PSON: A Parallelized SON Algorithm with MapReduce for Mining Frequent Sets. The Fourth International Symposium on Parallel Architectures, Algorithms and Programming, PAAP 2011, p 252-257, 2011
  • Shuai Wang. Characterizing System-Level Vulnerability for Instruction Caches against Soft Errors. In Proc. of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT 2011), pp. 356 - 363, Vancouver, Canada, October 3-5, 2011.
  • Li Tang, Shuai Wang, Jie Hu, and Xiaobo Sharon Hu. Characterizing the L1 Data Cache's Vulnerability to Transient Errors in Chip-Multiprocessors. In Proc. of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2011), pp. 266 - 271, Chennai, India, July 4-6, 2011.
  • 2010  Top

  • Tao Xie, Shengsheng Shi, Fuliang Quan, Chunfeng Yuan, and Yihua Huang. Research on Complex Structure-Oriented Accurate Web Information Extraction Rules. Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010, p 312-316, 2010
  • H. Wang, Y. Jin, P. L. Reddy, R. Podolsky, S. Liu, P. Yang, B. Bode, J. C. Reed, R. D. Steed, S. W. Anderson, L. Steed, D. Hopkins, Y. Huang & J. She, Genetically dependent ERBB3 expression modulates antigen presenting cell function and type 1 diabetes risk. PLoS ONE, 2010
  • Shuai Wang, Jie Hu, and Sotirios G. Ziavras. TRB: Tag Replication Buffer for Enhancing the Reliability of the Cache Tag Array. In Proc. of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2010), pp. 310 - 315, Lixouri Kefalonia, Greece, July 5-7, 2010.
  • 2009 Top

  • Chunfeng Yuan, Yihua Huang, Zhesheng Zhang, Guihai Chen, Wanchun Dou. Improvements on Teaching Methods and Contents for the “Computer Organization and Architecture” Curriculum. Proceedings of International Conference on Scalable Computing and Communications - The 8th International Conference on Embedded Computing, ScalCom-EmbeddedCom 2009, p 560-565, 2009
  • Jianxin Yu, Yihua Huang, The Curriculum in Embedded System for Undergraduates of Major on Computer. Proceedings of 2009 4th International Conference on Computer Science and Education, ICCSE 2009, p 1683-1688, 2009
  • huai Wang, Jie Hu, and Sotirios G. Ziavras. On the Characterization and Optimization of On-Chip Cache Reliability against Soft Errors. IEEE Transactions on Computers (TC), Volume 58, Issue 9, pp. 1171 - 1184, September 2009.
  • Jie Hu, Shuai Wang, and Sotirios G. Ziavras. On the Exploitation of Narrow-Width Values for Improving Register File Reliability. IEEE Transactions on Very Large Scale Integration Systems (TVLSI), Volume 17, Issue 7, pp. 953 - 963. July 2009.
  • Shuai Wang, Jie Hu, Sotirios G. Ziavras, and Sung Woo Chung. Exploiting Narrow-Width Values for Thermal-Aware Register File Designs. In Proc. of the Conference on Design, Automation and Test in Europe (DATE 2009), pp. 1422 - 1427, Nice, France, April 20-24, 2009.
  • 2008 Top

  • Jie Hu, Johnsy K. John, and Shuai Wang. Thermal-Aware Subarrayed Data Cache Microarchitectures. International Journal of Intelligent Control and Systems (IJICS), Volume 13, No. 4, pp. 251 - 263, December 2008.
  • Shuai Wang, Jie Hu, and Sotirios G. Ziavras. Self-Adaptive Data Caches for Soft-Error Reliability. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Volume 27, Issue 8, pp. 1503 - 1507, August 2008.
  • Shuai Wang, Hongyan Yang, Jie Hu, and Sotirios G. Ziavras. Asymmetrically Banked Value-Aware Register Files for Low Energy and High Performance. Microprocessors and Microsystems, Volume 32, Issue 3, pp. 171 - 182, May 2008.
  • Jie Hu, Shuai Wang, and Sotirios G. Ziavras. On the Exploitation of Narrow-Width Values for Improving Register File Reliability. IEEE Transactions on Very Large Scale Integration Systems (TVLSI), Volume 17, Issue 7, pp. 953 - 963. July 2009.
  • Shuai Wang, Jie Hu, and Sotirios G. Ziavras. BTB Access Filtering: A Low Energy and High Performance Design. In Proc. of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2008), pp. 81 - 86, Montpellier, France, April 7-9, 2008.