Computer Science ›› 2018, Vol. 45 ›› Issue (6A): 471-475.
• Big Date & Date Mining • Previous Articles Next Articles
ZHANG Bin1,LE Jia-jin2
CLC Number:
[1]DEAN J,GHEMAWAT S.MapReduce:Simplified Data Pro- cessing on Large Clusters. [C]∥6th OSDI.San Francisco:USENIX Association,2004:137-150. [2]ABADI D J,MADDEN S R,HACHEM N.Column-Stores vs.Row-Stores:How Different Are They Really? [C]∥The 2008 ACM SIGMOD Int Conf.Vancouver,BC,Canada:ACM,2008:967-980. [3]STONEBRAKER M,ABADI D J,BATKIN A,et al.C-Store:A column-oriented DBMS. [C]∥VLDB Conference.Trondheim,Norway:VLDB Endowment,2005:553-564. [4]BONCZ P,ZUKOWSKI M,NES N.MonetDB/X100:Hyper- Pipelining Query Execution. [C]∥The Biennial Conf on Innovative Data Systems Research (CIDR).Asilomar,CA,USA:ACM,2005:225-237. [5]BLANAS S,PATEL J M,ERCEGOVAC V,et al.A comparison of join algorithms for log processing in MapReduce[C]∥The ACM SIGMOD International Conference on Management of Data.Indianapolis,Indiana,USA:ACM,2010:975-986. [6]ABOUZEID A,BAJDA-PAWLIKOWSKI K,ABADI D J,et al.HadoopDB:An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads[C]∥VLDB Conference.Lyon,France,VLDB Endowment,2009:922-933. [7]BAJDA-PAWLIKOWSKI K,ABADI D J,SILBERSCHATZ A,et al.Efficient Processing of Data Warehousing Queries[C]∥The ACM SIGMOD International Conference on Management of Data.Athens,Greece,ACM,2011:1165-1176. [8]CHANG F,DEAN J,GHEMAWAT S,et al.Robert Gruber: Bigtable:A Distributed Storage System for Structured Data[C]∥OSDI.2006:205-218. [9]MELNIK S,GUBAREV A,LONG J J,et al.Dremel:Interactive Analysis of Web-Scale Datasets[C]∥VLDB Conference.Singapore,VLDB Endowment,2010:330-339. [10]LIN Y T,AGRAWAL D,CHEN C,et al.Llama:Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework[C]∥The ACM SIGMOD International Conference on Management of Data.Athens,Greece:ACM,2011:961-972. [11]FLORATOU A,PATEL J M,SHEKITA E J,et al.Column-Oriented Storage Techniques for MapReduce[J].PVLDB,2011,4(7):419-429. [12]THUSOO A,SARMA J S,JAIN N,et al.Raghotham Murthy:Hive-A Warehousing Solution Over a Map-Reduce Framework. [C]∥VLDB Conference.Lyon,France,VLDB Endowment,2009:1626-1629. [13]HE Y Q,LEE R B,HUAI Y,et al.RCFile:A Fast and Space-efficient Data Placement Structure in MapReduce-based Warehouse Systems[C]∥IEEE International Conference on Data Engineering.Hannover,Germany,2011:1199-1208. [14]HSIAO H,CHEN M S,YU P S.Parallel execution of hash joins in parallel databases[J].IEEE Trans.on Parallel and Distributed Systems,1997,8(8):872-883. [15]BONCZ P,MANEGOLD S,KERSTEN M L.Database architecture optimized for the new bottleneck:memory access[C]∥The 25th Int’l Conf.on Very Large Data Bases.ACM Press,1999:231-246. [16]O’NEIL P,O’NEIL B,CHEN X D.Star Schema Benchmark Revision[EB/OL]. [2010-2-9].http://www.cs.umb.edu/~poneil. |
[1] | CHEN Jing, WU Ling-ling. Mixed Attribute Feature Detection Method of Internet of Vehicles Big Datain Multi-source Heterogeneous Environment [J]. Computer Science, 2022, 49(8): 108-112. |
[2] | HE Qiang, YIN Zhen-yu, HUANG Min, WANG Xing-wei, WANG Yuan-tian, CUI Shuo, ZHAO Yong. Survey of Influence Analysis of Evolutionary Network Based on Big Data [J]. Computer Science, 2022, 49(8): 1-11. |
[3] | LIU Wei-ming, AN Ran, MAO Yi-min. Parallel Support Vector Machine Algorithm Based on Clustering and WOA [J]. Computer Science, 2022, 49(7): 64-72. |
[4] | CHEN Xin, LI Fang, DING Hai-xin, SUN Wei-ze, LIU Xin, CHEN De-xun, YE Yue-jin, HE Xiang. Parallel Optimization Method of Unstructured-grid Computing in CFD for DomesticHeterogeneous Many-core Architecture [J]. Computer Science, 2022, 49(6): 99-107. |
[5] | WANG Mei-shan, YAO Lan, GAO Fu-xiang, XU Jun-can. Study on Differential Privacy Protection for Medical Set-Valued Data [J]. Computer Science, 2022, 49(4): 362-368. |
[6] | SUN Xuan, WANG Huan-xiao. Capability Building for Government Big Data Safety Protection:Discussions from Technologicaland Management Perspectives [J]. Computer Science, 2022, 49(4): 67-73. |
[7] | WANG Jun, WANG Xiu-lai, PANG Wei, ZHAO Hong-fei. Research on Big Data Governance for Science and Technology Forecast [J]. Computer Science, 2021, 48(9): 36-42. |
[8] | YU Yue-zhang, XIA Tian-yu, JING Yi-nan, HE Zhen-ying, WANG Xiao-yang. Smart Interactive Guide System for Big Data Analytics [J]. Computer Science, 2021, 48(9): 110-117. |
[9] | WANG Li-mei, ZHU Xu-guang, WANG De-jia, ZHANG Yong, XING Chun-xiao. Study on Judicial Data Classification Method Based on Natural Language Processing Technologies [J]. Computer Science, 2021, 48(8): 80-85. |
[10] | FU Tian-hao, TIAN Hong-yun, JIN Yu-yang, YANG Zhang, ZHAI Ji-dong, WU Lin-ping, XU Xiao-wen. Performance Skeleton Analysis Method Towards Component-based Parallel Applications [J]. Computer Science, 2021, 48(6): 1-9. |
[11] | HE Ya-ru, PANG Jian-min, XU Jin-long, ZHU Yu, TAO Xiao-han. Implementation and Optimization of Floyd Parallel Algorithm Based on Sunway Platform [J]. Computer Science, 2021, 48(6): 34-40. |
[12] | LI Fan, YAN Xing, ZHANG Xiao-yu. Optimization of GPU-based Eigenface Algorithm [J]. Computer Science, 2021, 48(4): 197-204. |
[13] | ZHANG Yuan-ming, YU Jia-rui, JIANG Jian-bo, LU Jia-wei, XIAO Gang. Intermediate Data Transmission Pipeline Optimization Mechanism for MapReduce Framework [J]. Computer Science, 2021, 48(2): 41-46. |
[14] | WANG Xue-cen, ZHANG Yu, LIU Ying-jie, YU Ge. Evaluation of Quality of Interaction in Online Learning Based on Representation Learning [J]. Computer Science, 2021, 48(2): 207-211. |
[15] | HU Rong, YANG Wang-dong, WANG Hao-tian, LUO Hui-zhang, LI Ken-li. Parallel WMD Algorithm Based on GPU Acceleration [J]. Computer Science, 2021, 48(12): 24-28. |
|