［1］ NAISBITT J. Megatrends:Ten new directions transforming our live［M］. New York:Warner Books, 1982: 40-42.
［2］ 阿尔文·托勒夫.第三次浪潮［M］.黄明坚译.北京：中信出版社, 2006: 19-25.
［3］ GOLDSTON D. Big data: data wrangling ［J/OL］. Nature, 2008, 455: 15. ［2013-07-24］. http:∥www.nature.com/nature/index.html.
［4］ REICHMAN O J, MATTHEW B, MARK P H, et al. Challenges and opportunities of open data in ecology ［J/OL］. Science, 2011, 311(6018): 703705. ［2013-07-23］. http:∥www.sciencemag.org/.
［5］ MANYIKA J, CHUI M, BROWN B, et al. Big data: The next frontier for innovation, competition, and productivity［R/OL］. Las Vegas: The McKinsey Global Institute. ［2013-07-24］. http:∥www.mckinsey.com/insights/business_technology/big_data_the_next_frontier_for_innovation.
［6］ World Economic Forum. Big data,big impact: New possibilities for international development［EB/OL］. ［2013-07-24］. http:∥www.weforum.org/reports/big-data-big-impact-new-possibilities-international-development.
［7］ Office of Science and Technology Policy Executive, Office of the President. Obama administration unveils “Big Data” initiative: Announces $200 million in new R&D investments［EB/OL］. ［2013-07-24］. http:∥www.whitehouse.gov/sites/default/files/microsites/ostp/big_data_press_release_final_2.pdf.
［8］ Leading researchers across the United States. Challenges and Opportunities with Big Data［R/OL］. New York: United Nations. ［2013-07-24］. http:∥www.cra.org/ccc/files/docs/init/bigdatawhitepaper.pdf.
［9］ IDC. 中国互联网市场洞见：互联网大数据技术创新研究［R/OL］. Beijing: IDC国际数据公司. ［2013-07-24］. http:∥www.idc.com/getdoc.jspcontainerId=CH1749312U.
［10］ Executive Office of the President. Designing a future: Federally funded research and development in network and information technology［R］. New York: Executive Office of the President, 2010, 10.
［11］ 黄哲学,曹付元,李俊杰,等.面向大数据的海云数据系统关键技术研究［J］.网络新媒体技术, 2012, 1(6): 20-26.
HUANG Zhe-xue, CAO Fu-yuan, LI Jun-jie, et al. A research of sea-cloud data system key technology for the big data［J］. Microcomputer Applications, 2012, 1(6): 20-26.
［12］ 工业和信息化部.《物联网“十二五”发展规划》发布［EB/OL］. ［2012-02-14］. http:∥www.gov.cn/zwgk/2012-02/14/content_2065999.htm.
［13］ 李国杰,华云生.网络数据科学与工程———门新兴的交叉学科？香山科学会议第424学术讨论会综述［R/OL］.北京：香山学术会议. ［2012-10-12］. http:∥www.meeting.edu.cn/meeting/subject/review!detailfp.actionid=1697.
［14］ 天津大学. 863项目“面向大数据的先进存储结构及关键技术”启动会［EB/OL］. ［2013-04-01］. http:∥cs.tju.edu.cn/xwzx/xwdt/20130401103608433EtH.shtml.
［15］ 于艳华,宋美娜. 大数据［J］. 中兴通讯技术,2013(1): 57-60.
YU Yan-hua, SONG Mei-na. Big data［J］. ZTE Communication, 2013(1): 57-60.
［16］ 吴吉义,傅建庆,张明西,等. 云数据管理研究综述［J］. 电信科学,2010(5): 34-41.
WU Ji-yi,FU Jian-qing,ZHANG Ming-xi,et al. Cloud data management: a survey［J］. Telecommunications Science, 2010(5): 34-41.
［17］ 张意轩,于洋.人民日报：大数据时代的大媒体［EB/OL］.［2013-01-17］. http:∥www.peopledaily.me/archives/6797.
［18］ ESnet. Network introducing ESnet5: The fifth generation of the energy sciences network a new 100 gigabit per second nationwide platform for science discovery［EB/OL］. ［2013-07-24］. http:∥www.es.net/introducing-esnet5/.
［19］ 孙其博,刘杰,黎羴,等.物联网:概念、架构与关键技术研究综述［J］.北京邮电大学学报,2010, 33(3):19.
SUN Qi-bo,LIU Jie,LI Shan,et al. Internet of things: Summarize on concepts,architecture and key technology problem［J］. Journal of Beijing University of Posts and Telecommunications, 2010, 33(3): 19.
［20］ 沈苏彬,毛燕琴,范曲立,等.物联网概念模型与体系结构［J］. 南京邮电大学学报:自然科学版, 2010, 30(4): 18.
SHEN Su-bin, MAO Yan-qin, FAN Qu-li, et al. The concept model and ararchitecture of the Internet of things［J］. Journal of Nanjing University of Posts and Telecommunications: Natural Science, 2010,30(4): 18.
［21］ 李国杰,程学旗.大数据研究：未来科技及经济社会发展的重大战略领域——大数据的研究现状与科学思考［J］.中国科学院院刊,2012,27(6): 647-657.
LI Guo-jie,CHENG Xue-qi. Research status and scientific thinking of big data［J］. Bulletin of Chinese Academy of Sciences, 2012,27(6): 647-657.
［22］ 余长慧,潘和平.商业智能及其核心技术［J］.计算机应用研究,2002(9): 1416, 26.
YU Chang-hui,PAN He-ping. Bussiness intelligence and it’s key technology［J］. Application Research of Computers, 2002(9): 14-16, 26.
［23］ 熊忠阳.面向商业智能的并行数据挖掘技术及应用研究［D］.重庆: 重庆大学, 2004.
XIONG Zhong-yang. Research on parallel data mining and applicationg for business intelligence［D］. Chongqing: Chongqing University, 2004.
［24］ 涂子沛.大数据［M］.桂林：广西师范大学出版社，2012: 5458.
［25］ TONY H,STEWARD T,KRISTIN T. 第四范式：数据密集型科学发现［M］.潘教峰，等译. 北京：科学出版社，2012: 15-19.
［26］ 人民日报.大数据成信息技术领域热门概念［EB/OL］.［2012-02-22］. http:∥www.c114.net/news/212/a747301.html.
［27］ 中国信息产业网.大数据的四个典型特征［EB/OL］.［2012-12-04］.http:∥cyyw.cena.com.cn/a/2012-12-04/135458292978407.shtml.
［28］ HAMISH B. IIIS: The ′four Vs′ of big data［EB/OL］. ［2013-07-24］. http:∥www.computerworld.com.au/article/396198/iiis_four_vs_big_data/.
［29］ 严霄凤,张德馨.大数据研究［J］.计算机技术与发展, 2013, 23(4): 168-172.
YAN Xiao-feng,ZHANG De-xin. Big data research［J］. Computer Technology and Development, 2013, 23(4): 168-172.
［30］ 陈如明.大数据时代的挑战、价值与应对策略［J］.移动通信,2012（17）: 14-15.
CHEN Ru-ming. Challenges, values and countermeasures of the era of big data［J］. Mobile Communication, 2012（17）: 14-15.
［31］ 高勇.啤酒与尿布［M］.北京: 清华大学出版社, 2008: 16.
［32］ 冯海超.大数据的中国机会［EB/OL］.［2012-07-24］. http:∥www.aliresearch.com/m-cms-q-view-id-74428.html.
［33］ 维克托·迈尔-舍恩伯格,肯尼斯·库克耶.大数据时代［M］.盛杨燕,等译.杭州：浙江人民出版社，2013: 54-58.
［34］ 步国军.医疗信息系统数据整合和数据挖掘研究［D］.北京：北京工业大学，2010.
BU Guo-jun.Data integration and data mining research in the medical information system ［D］. Beijing:Beijing University of Technology, 2010.
［35］ 工业和信息化部.医疗发展“十二五”规划［EB/OL］.［2013-07-24］. http:∥wenku.baidu.com/view/3f357433a32d7375a417801f.html.
［36］ ZDNet知识信息管理.制造业的大数据时代［EB/OL］.［2012-07-09］. http:∥ec.zdnet.com.cn/managesoft/2012/0709/2100817.shtml.
［37］ 苏畅.制造业三层面优化大数据［EB/OL］.［2012-10-08］. http:∥www.cbinews.com/software/news/2012-10-08/193428.htm.
［38］ Lab of Web and Mobile Data Management. WAMDM Homepage［EB/OL］. ［2013-07-24］. http:∥idke.ruc.edu.cn/index.htm.
［39］ 孟小峰,慈祥.大数据管理:概念、技术与挑战［J］.计算机研究与发展,2013,50(1): 146-169.
MENG Xiao-feng,CI Xiang. Big data management: concepts, techniques and challenges［J］. Journal of Computer Research and Development, 2013, 50(1): 146-169.
［40］ LM Ni, YLIU, YC Lau, et al. LANDMARC: Indoor location sensing using active RFID［J］. Wireless Networks, 2004, 10(6): 701-710.
［41］ 李乔,郑啸.云计算研究现状综述［J］.计算机科学,2011,38(4): 32-37.
LI Qiao, ZHENG Xiao. Research survey of cloud computing［J］. Computer Science,2011,38(4): 32-37.
［42］ GHEMAWAT S, GOBIOFF H, LEUNG S T. The google file system［J］. ACM SIGOPS Operating Systems Review, 2003,37(5): 29-43.
［43］ CHANG F, DEAN J, GHEMAWAT S, et al. BigTable: A distributed storage system for structured data［J］. ACM Transactions on Computer Systems, 2008,26(2): 4.
［44］ DEAN J, GHEMAWAT S. MapReduce: Simplified data processing on large clusters［J］. Communications of the ACM 51, 2008（1): 107-113.
［45］ 杨宸铸.基于HADOOP的数据挖掘研究［D］.重庆：重庆大学,2010.
YANG Chen-zhu. The research of data mining based on HADOOP［D］. Chongqing:Chongqing Universicy, 2010.
［46］ 贺全兵.可视化技术的发展及应用［J］.中国西部科技,2008,7(4): 47.
HE Quan-bing. The development and application of Visualization technique［J］. Science and Technology of West China, 2008, 7(4): 47.
［47］ 刘勘,周晓峥,周洞汝.数据可视化的研究与发展［J］.计算机工程，2002,28(8): 12,63.
LIUI Kan, ZHOU Xiao-zheng, ZHOU Dong-ru. Data visualization research and development［J］. Computer Engineering, 2002, 28(8): 12,63.
［48］ FOSTER I, ZHAO Y, RAICU I, et al. Cloud computing and grid computing 360-degree compared［C］∥Proceedings of the Grid Computing Environments Workshop 2008GCE’08). Austin: IEEE, 2008: 110.
［49］ 维基百科.云计算［EB/OL］. ［2013-07-24］. http:∥zh.wikipedia.org/wiki/%E4%BA%91%E8%AE%A1%E7%AE%97.
［50］ 罗军舟,金嘉晖,宋爱波,等.云计算:体系架构与关键技术［J］.通信学报,2011,32(7): 321.
LUO Jun-zhou, JIN Jia-hui, SONG Ai-bo, et al. Cloud computing:architecture and key technologies［J］. Journal on Communications, 2011, 32(7): 321.
［51］ 陈康,郑纬民.云计算:系统实例与研究现状［J］.软件学报,2009,20(5): 1337-1348.
CHEN Kang, ZHENG Wei-min. Cloud computing:System instances and current research［J］. Journal of Software, 2009, 20(5): 1337-1348.
［52］ 李成华,张新访,金海,等.MapReduce:新型的分布式并行计算编程模型［J］.计算机工程与科学,2011, 33(3): 129-135.
LI Cheng-hua, ZHANG Xin-fang,JIN Hai,et al. MapReduce: A new programming model for distributed parallel computing［J］. Computer Engineering And Science, 2011, 33(3): 129-135.
［53］ 覃雄派,王会举,杜小勇,等.大数据分析——RDBMS与MapReduce的竞争与共生［J］.软件学报,2012,23(1): 32-45.
QIN Xiong-pai, WANG Hui-ju,DU Xiao-yong, et al. Big data analysis——Competition and symbiosis of RDBMS and MapReduce［J］. Journal of Software, 2012, 23(1): 32-45.
［54］ The Apache Software Foundation. HDFS Architecture［EB/OL］. ［2013-07-24］. http:∥hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html.
［55］ SINGH A K. Smart grid cloud［J］. Sensors, 2012, 2(26): 674-704.
［56］ MOLINA-ESTOLANO E, GOKHALE M, MALTZAHN C, et al. Mixing Hadoop and HPC workloads on parallel filesystems［C］∥Proceedings of the 4th Annual Workshop （PDSW ′09). New York:ACM,2009: 15.
［57］ BEAVER D, KUMAR S, LI H C, ey al. Finding a needle in haystack:facebook′s photo storage［C］∥ Proceedings of OSDI 2010. Berkeley CA:USENIX Association, 2010: 18.
［58］ TaoCode. TFS［EB/OL］. ［2013-07-24］. http:∥code.taobao.org/p/tfs/wiki/index/.
［59］ BURROWS M. The Chubby lock service for loosely-coupled distributed systems［C］∥Proceedings of the 7th Symposium on Operating Systems Design and Implementation 2006. Berkeley:USENIX Association,2006: 335-350.
［60］ COOPER B F, RAMAKRISHNAN R, SRIVASTAVA U, et al. PNUTS: Yahoo!′s hosted data serving platform［C］∥ Proceedings of the VLDB Endowment 2008. Auckland:ACM, 2008: 1277-1288.
［61］ DECANDIA G, HASTORUN D, JAMPANI M, et al. Dynamo:Amazon′s highly available key-value store［C］∥ Procedings of SOSP 2007. New York:ACM,2007: 205-220.
［62］ NoSQL Databases. NoSQL Definition［EB/OL］.［2013-07-24］. http:∥nosql-database.org/.
［63］ 李方超.基于NOSQL的数据最终一致性策略研究［D］.哈尔滨:哈尔滨工程大学,2012.
LI Fang-chao. Research of data eventually consistent strategy based on NOSQL \[D\]. Harbin: Harbin Engineering University, 2012.
［64］ 王宏宇.Hadoop平台在云计算中的应用［J］.软件,2011,32(4): 3638,50.
WANG Hong-yu. An application of Hadoop platform in cloud computing［J］. Software, 2011,32(4): 3638, 50.
［65］ 黄晓云.基于HDFS的云存储服务系统研究［D］.大连: 大连海事大学,2010.
HUANG Xiao-yun. Research of cloud storage service system based on HDFS［D］. Dalian:Dalian Maritime University, 2010.
［66］ The Apache Software Foundation. Hbase［EB/OL］. ［2013-07-24］. http:∥hbase.apache.org/.
［67］ The Apache Software Foundation. Mahout［EB/OL］. ［2013-07-24］. http:∥mahout.apache.org/.
［68］ The Apache Software Foundation.Hive［EB/OL］. ［2013-07-24］. http:∥hive.apache.org/.
［69］ The Apache Software Foundation.Pig Latin basics［EB/OL］. ［2013-07-24］. http:∥pig.apache.org/docs/r0.10.0/basic.html.
［70］ The Apache Software Foundation.Zookeeper［EB/OL］. ［2013-07-24］. http:∥zookeeper.apache.org/.
［71］ The Apache Software Foundation.Sqoop［EB/OL］. ［2013-07-24］. http:∥sqoop.apache.org/.
［72］ The Apache Software Foundation.Flume［EB/OL］. ［2013-07-24］. http:∥flume.apache.org/.
［73］ 唐泽圣,陈莉，邓俊辉.三维数据场可视化［M］.北京：清华大学出版社,1999： 16.
［74］ 王媛媛,丁毅,孙媛媛,等.数据可视化技术的实现方法研究［J］.现代电子技术,2007(4): 71-74.
WANG Yuan-yuan,DING Yi, SUN Yuan-yuan, et al. Research on data visualization implementation methods［J］. Modern Electronics Technique, 2007(4): 71-74.
［75］ 吴加敏,孙连英,张德政.空间数据可视化的研究与发展［J］.计算机工程与应用,2002(10): 85-88.
WU Jia-min, SUN Lian-ying, ZHANG De-zheng. Research and development of spacial data visualization［J］. Computer Engineering and Applications, 2002(10): 85-88.
［76］ ENIKEEV R. The Internet Map［EB/OL］. ［2013-07-24］. http:∥internet-map.net/.
［77］ KASER O, LEMIRE D. Tag-cloud drawing: algorithms for cloud visualization［J］. Computing Research Repository, 2007, 70: 109-118.
［78］ VIGAS F B, WATTENBERG M, DAVE K. Studying cooperation and conflict between authors with history flow visualizations［C］∥Proceedings of the SIGCHI Conference on Human Factors in Computing Systems 2004. New York: ACM,2004: 575-582.
［79］ 李凌燕.OLAP系统中多维数据可视化的实现［J］.现代电子技术,2007(10): 142-145.
LI Ling-yan. Implementation of multidimensional data visualization in OLAP system［J］. Modern Electronics Technique, 2007(10): 142-145.
［80］ 施惠娟,孙蕾,李由.关联规则下数据挖掘可视化技术的探讨与实现［J］.计算机与现代化,2010(2): 166-169, 172.
SHI Hui-juan, SUN Lei, LI You. Research and implementation of association rules mining visualization［J］. Computer and Modernization, 2010(2): 166-169, 172.
［81］ LINDELL Y，PINKAS B. Privacy preserving data mining［J］. Journal of Cryptology, 2002, 15(3): 177-206.
［82］ SWEENEY L. k-Anonymity: A model for protecting privacy［J］. International Journal of Uncertainty,Fuzziness and Knowledge-Based Systems, 2002, 10(5): 557-570.
［83］ DWORK C. Differential privacy［C］∥Proceedings of the 33rd International Colloquium, ICALP 2006. Venice: IEEE, 2006, 4052: 112.
［84］ ROY I, RAMADAN H E, SETTY S T V,et al. Airavat: Security and privacy for MapReduce［C］∥Proceedings of the 7th usenix symmp. on Networked Systems Design and Implementation. San Jose: USENIX Association, 2010: 297-312.
［85］ 郎杨琴,孔丽华.美国发布“大数据的研究和发展计划”［J］.科研信息化技术与应用,2012,3(2): 89-93.
LANG Yang-qin,KONG Li-hua. The U. S. Governament released big data research and development initiative \[J\]. E-Science Technology & Application, 2012, 3(2): 89-93.
［86］ BREWER E A. Towards robust distributed systems［C］∥ Proceedings of Symposium on Principles of Distributed Computing 2000. New York: ACM,2000.
［87］ GLANZ J. Power, pollution and the Internet［N］. The New York Times, 20120920.
［88］ 杰里米·里夫金.第三次工业革命：新经济模式如何改变世界［M］.张体伟,等译.北京: 中信出版社，2012: 34-67.