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
  • [41] Designing Parallel Data Processing for Large-Scale Sensor Orchestration
    Kabac, Milan
    Consel, Charles
    [J]. 2016 INT IEEE CONFERENCES ON UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING AND COMMUNICATIONS, CLOUD AND BIG DATA COMPUTING, INTERNET OF PEOPLE, AND SMART WORLD CONGRESS (UIC/ATC/SCALCOM/CBDCOM/IOP/SMARTWORLD), 2016, : 57 - 65
  • [42] Analysis of Massive Industrial Data using MapReduce Framework for Parallel Processing
    Aly, Mohab
    Yacout, Soumaya
    Shaban, Yasser
    [J]. 2017 ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 2017,
  • [43] Applying machine learning and parallel data processing for attack detection in IoT
    Branitskiy, Alexander
    Kotenko, Igor
    Saenko, Igor
    [J]. IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2021, 9 (04) : 1642 - 1653
  • [44] Cloud Parallel Processing of Tandem Mass Spectrometry Based Proteomics Data
    Mohammed, Yassene
    Mostovenko, Ekaterina
    Henneman, Alex A.
    Marissen, Rob J.
    Deelder, Andre M.
    Palmblad, Magnus
    [J]. JOURNAL OF PROTEOME RESEARCH, 2012, 11 (10) : 5101 - 5108
  • [45] Parallel Data Processing in Dynamic Hybrid Computing Environment Using MapReduce
    Tang, Bing
    He, Haiwu
    Fedak, Gilles
    [J]. ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2014, PT II, 2014, 8631 : 1 - 14
  • [46] Fast Regular Circuits for Network-based Parallel Data Processing
    Sklyarov, Valery
    Skliarova, Iouliia
    [J]. ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2013, 13 (04) : 47 - 50
  • [47] The MARK-AGE extended database: data integration and pre-processing
    Baur, J.
    Koetter, T.
    Moreno-Villanueva, M.
    Sindlinger, T.
    Berthold, M. R.
    Buerkle, A.
    Junk, M.
    [J]. MECHANISMS OF AGEING AND DEVELOPMENT, 2015, 151 : 31 - 37
  • [48] A Performance Comparison of Big Data Processing Platform Based on Parallel Clustering Algorithms
    Hai, Mo
    Zhang, Yuejing
    Li, Haifeng
    [J]. 6TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2018, 139 : 127 - 135
  • [49] Beyond Batch Processing: Towards Real-Time and Streaming Big Data
    Shahrivari, Saeed
    [J]. COMPUTERS, 2014, 3 (04) : 117 - 129
  • [50] USING HEALTH EXAMINATION DATABASE TO STUDY PUBLIC HEALTH NUTRITION - A DATA PROCESSING APPROACH
    Hsu, Chien-Yeh
    Rau, Hsiao-Hsien
    Chao, Jane
    [J]. ANNALS OF NUTRITION AND METABOLISM, 2017, 71 : 682 - 682