宋亚奇,周国亮,朱永利.智能电网大数据处理技术现状与挑战[J].电网技术,2013,37(4):927-935.Song Yaqi,Zhou Guoliang,Zhu Yongli.Present status and challenges of big data processing in smart grid[J].Power System Technology,2013,37(4):927-935(in Chinese).
[2]
Tom White.Hadoop权威指南[M].2版.曾大聃,周傲英,译.北京:清华大学出版社,2011:260-262.Tom White.Hadoop:the definitive guide[M].2nd Edition.Beijing:O'Reilly Media,2011:260-262.
[3]
Dean J,Ghemawat S.MapReduce:simplified data processing on large clusters[J].Communications of the ACM,2008,51(1):107-113.
[4]
Cooper B F,Baldeschwieler E,Fonseca R,et al.Building a cloud for yahoo[J].IEEE Data Eng.Bull.,2009,32(1):36-43.
[5]
Lars George.HBase:The definitive guide[M].Beijing:O'Reilly Media,2011:324-327.
[6]
宫学庆,金澈清,王晓玲,等.数据密集型科学与工程:需求和挑战[J].计算机学报,2012,35(8):1563-1578.Gong Xueqing,Jin Cheqing,Wang Xiaoling,et al.Data-intensive science and engineering:requirements and challenges[J].Chinese Journal of Computers,2012,35(8):1563-1578(in Chinese).
[7]
Rao J,Zhang C,Megiddo N,et al.Automating physical database design in a parallel database[C]//Proceedings of the 2002 ACM SIGMOD international conference on Management of data.New York:ACM,2002:558-569.
[8]
王德文,宋亚奇,朱永利.基于云计算的智能电网信息平台[J].电力系统自动化,2010,34(22):7-12.Wang Dewen,Song Yaqi,Zhu Yongli.Information platform of smart grid based on cloud computing[J].Automation of Electric Power Systems,2010,34(22):7-12(in Chinese).
[9]
朱征,顾中坚,吴金龙,等.云计算在电力系统数据灾备业务中的应用研究[J].电网技术,2012,36(9):43-50.Zhu Zheng,Gu Zhongjian,Wu Jinlong,et al.Application of cloud computing in electric power system data recovery[J].Power System Technology,2012,36(9):43-50(in Chinese).
[10]
沐连顺,崔立忠,安宁.电力系统云计算中心的研究与实践[J].电网技术.2011,35(6):170-175.Mu Lianshun,Cui Lizhong,An Ning.Research and practice of cloud computing center for power system[J].Power System Technology,2011,35(6):170-175(in Chinese).
[11]
田芳,黄彦浩,史东宇,等.电力系统仿真分析技术的发展趋势[J].中国电机工程学报,2014,34(13):2151-2163.TIAN Fang, HUANG Yanhao, SHI Dongyu, etc.Developing Trend of Power System Simulation and Analysis Technology[J].Proceedings of the CSEE,2014,34(13):2151-2163(in Chinese).
[12]
齐林海,艾明浩.一种基于云计算的电压暂降并行计算方法[J].中国电机工程学报,2014,34(31):5493-5499.Qi Linhai,Ai Minghao.A voltage sag parallel calculation method based on cloud computing[J].Proceedings of the CSEE,2014,34(31):5493-5499(in Chinese).
[13]
屈志坚,郭亮,刘明光,等.智能配电网量测信息变断面柔性压缩新算法[J].中国电机工程学报,2013,33(19):191-199.Qu Zhijian,Guo Liang,Liu Mingguang,et al.New variable section flexible compression algorithm for measurement information in intelligent distribution network[J].Proceedings of the CSEE,2013,33(19):191-199(in Chinese).
[14]
曲朝阳,朱莉,张士林.基于Hadoop的广域测量系统数据处理[J].电力系统自动化,2014,37(4):92-97.Qu Zhaoyang,Zhu Li,Zhang Shilin.Data processing of hadoop-based wide area measurement system[J].Automation of Electric Power Systems,2014,37(4):92-97(in Chinese).
[15]
王保义,赵硕,张少敏.基于云计算和极限学习机的分布式电力负荷预测算法[J].电网技术,2014,38(2):526-531.Wang Baoyi,Zhao Shuo,Zhang Shaomin.A distributed load forecasting algorithm based on cloud computing and extreme learning machine[J].Power System Technology,2014,38(2):526-531(in Chinese).
[16]
张逸,杨洪耕,叶茂清.基于分布式文件系统的海量电能质量监测数据管理方案[J].电力系统自动化,2014,38(2):102-108.Zhang Yi,Yang Honggeng,Ye Maoqing.A data management scheme for massive power quality monitoring data based on distributed file system[J].Automation of Electric Power Systems,2014,38(2):102-108(in Chinese).
[17]
曲广龙,杨洪耕,张逸.采用Map-Reduce模型的海量电能质量数据交换格式文件快速解析方案[J].电网技术,2014,38(6):1705-1711.Qu Guanglong,Yang Honggeng,Zhang Yi.A fast parallel parsing scheme for massive PQDIF files with map-reduce model[J].Power System Technology,2014,38(6):1705-1711(in Chinese).
[18]
刘树仁,宋亚奇,朱永利,等.基于Hadoop的智能电网状态监测数据存储研究[J].计算机科学,2013,40(1):81-84.Liu Shuren,Song Yaqi,Zhu Yongli,et al.Research on data storage for smart grid condition monitoring using Hadoop[J].Computer Science,2013,40(1):81-84(in Chinese).
[19]
宋亚奇,刘树仁,朱永利,等.电力设备状态高速采样数据的云存储技术研究[J].电力自动化设备,2013,33(10):150-156.Song Yaqi,Liu Shuren,Zhu Yongli,et al.Research on cloud storage of power equipment high-speed sampled data[J].Electric Power Automation Equipment,2013,33(10):150-156(in Chinese).
[20]
Christophe Bisciglia.The smart grid:Hadoop at the tennessee valley authority(TVA)[EB/OL].http://www. cloudera.com/blog/2009/06/smart-grid-hadoop-tennessee-valley-authority-tva/.
[21]
Rusitschka S,Eger K,Gerdes C.Smart grid data cloud:a model for utilizing cloud computing in the smart grid domain[C]// IEEE International Conference on Smart Grid Communications.Gaithersburg:IEEE,2010:483-488.
[22]
Michael G N.Benchmarking and stress testing an hadoop cluster with terasort,TestDFSIO&Co.[EB/OL].(2011-04-09).http://www.michael-noll.com/blog/2011/ 04/09/benchmarking-and-stress-testing-an-hadoop-cluster-with-terasort-testdfsio-nnbench-mrbench/.
[23]
Kawasoe S,Igarashi Y,Shibayama K,et al.Examples of distributed information platforms constructed by power utilities in Japan[C]//CIGRE 2012.Paris:CIGRE,2012:D2_108_2012.
[24]
Kenneth P B,Lakshmi G,Robbert van Renesse.Running smart grid control software on cloud computing architectures[C]//Workshop on Computational Needs for the Next Generation Electric Grid.Ithaca:Cornell University,2011:1-28.
[25]
胡丽聪,徐雅静,徐惠民,等.基于动态反馈的一致性哈希负载均衡算法[J].微电子学与计算机,2012,29(1):177-180.Hu Licong,Xu Yajing,Xu Huimin,et al.A consistent Hash load balancing algorithm based on dynamic feedback[J].Microelectronics & Computer,2012,29(1):177-180(in Chinese).
[26]
赵彦荣,王伟平,孟丹,等.基于Hadoop的高效连接查询处理算法CHMJ[J].软件学报,2012,23(8):2032-2041.Zhao Yanrong,Wang Weiping,Meng Dan,et al.Efficient join query processing algorithm CHMJ based on Hadoop[J].Journal of Software,2012,23(8):2032-2041(in Chinese).
[27]
Zhang Jing,Wu Gongqing,Hu Xuegang,et al.A distributed cache for Hadoop distributed file system in real-time cloud services[C]//2012 ACM/IEEE 13th International Conference on Grid Computing.Beijing,China:IEEE,2012:12-21.
[28]
Shang Pengju,Xiao Qiangju,Wang Jun.DRAW:a new data-grouping-aware data placement scheme for data intensive applications with interest locality[J].IEEE Transactions on Magnetics,2013,49(6):2514-2520.
[29]
郭力争,赵曙光,姜长远.云计算环境下基于关联量的数据部署与任务调度[J].计算机工程与科学,2013(8):1-7.Guo Lizheng,Zhao Shuguang,Jiang Changyuan.Data placement and task scheduling based on associated amount in cloud computing[J].Computer Engineering & Science,2013(8):1-7(in Chinese).
[30]
童明.基于HDFS 的分布式存储研究与应用[D].武汉:华中科技大学,2012.Tong Ming.Research and application of distributed storage based on HDFS[D].Wuhan:Huazhong University of Science and Technology,2012.