Beyond Conventional Data Warehousing - Massively Parallel Data Processing with Greenplum Database (Invited Talk)

被引：0
作者：
Waas, Florian M. [1 ]
机构：
[1] Greenplum Inc, San Mateo, CA 94403 USA
来源：
BUSINESS INTELLIGENCE FOR THE REAL-TIME ENTERPRISE | 2009年 / 27卷
关键词：
Data Warehousing; analytics; petabyte-scale; data processing; MapReduce; User-defined Functions;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this presentation we discuss trends and challenges for data warehousing beyond conventional application areas. In particular, we discuss how a massively parallel system like Greenplum Database can be used for MapReduce-like data processing.
引用
收藏
页码：89 / 96
页数：8
相关论文
共 50 条
  • [31] The application of parallel computing technology in the data processing of the imaging spectrometer
    Zhang, Lei
    Gao, Jiao Bo
    Gao, Meng
    Xie, Jun Hu
    Meng, He Min
    Zhang, Fang
    Zhao, Yu Jie
    Xiao, Xiang Guo
    SELECTED PAPERS FROM CONFERENCES OF THE PHOTOELECTRONIC TECHNOLOGY COMMITTEE OF THE CHINESE SOCIETY OF ASTRONAUTICS 2014, PT I, 2015, 9521
  • [32] An Efficient Parallel Computing Method for the Processing of Large Sensed Data
    Li, Dandan
    Ji, Xiaohui
    Wang, Qun
    AUTOMATIKA, 2013, 54 (04) : 471 - 482
  • [33] TubeDB: An on-demand processing database system for climate station data
    Woellauer, Stephan
    Zeuss, Dirk
    Haensel, Falk
    Nauss, Thomas
    COMPUTERS & GEOSCIENCES, 2021, 146
  • [34] Mass data processing and multidimensional database management based on deep learning
    Shen, Haijie
    Li, Yangyuan
    Tian, Xinzhi
    Chen, Xiaofan
    Li, Caihong
    Bian, Qian
    Wang, Zhenduo
    Wang, Weihua
    OPEN COMPUTER SCIENCE, 2022, 12 (01): : 300 - 313
  • [35] DISTRIBUTED DATABASE MANAGEMENT SYSTEM FOR INTEGRATED PROCESSING OF SPATIAL DATA IN A GIS
    Vasin, Yu. G.
    Yasakov, Yu. V.
    COMPUTER OPTICS, 2016, 40 (06) : 919 - 928
  • [36] Timon: A Timestamped Event Database for Efficient Telemetry Data Processing and Analytics
    Cao, Wei
    Gao, Yusong
    Li, Feifei
    Wang, Sheng
    Lin, Bingchen
    Xu, Ke
    Feng, Xiaojie
    Wang, Yucong
    Liu, Zhenjun
    Zhang, Gejin
    SIGMOD'20: PROCEEDINGS OF THE 2020 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, 2020, : 739 - 753
  • [37] Managing attribute-based access control policies in a unified framework using data warehousing and in-memory database
    Singh, Mahendra Pratap
    Sural, Shamik
    Vaidya, Jaideep
    Atluri, Vijayalakshmi
    COMPUTERS & SECURITY, 2019, 86 : 183 - 205
  • [38] Time Series Discord Detection in Medical Data using a Parallel Relational Database
    Woodbridge, Diane Myung-Kyung
    Wilson, Andrew T.
    Rintoul, Mark D.
    Goldstein, Richard H.
    PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, 2015, : 1420 - 1426
  • [39] Multilevel Data Processing Using Parallel Algorithms for Analyzing Big Data in High-Performance Computing
    Ahmad, Awais
    Paul, Anand
    Din, Sadia
    Rathore, M. Mazhar
    Choi, Gyu Sang
    Jeon, Gwanggil
    INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2018, 46 (03) : 508 - 527
  • [40] Feature Constrained Parallel Data Processing Approach for Spatiotemporal Event Detection
    Bhuvaneswari, A.
    Valliyammai, C.
    Devakunchari, R.
    2017 NINTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING (ICOAC), 2017, : 345 - 351
12345