Data Warehouses: Next Challenges

被引:0
|
作者
Vaisman, Alejandro [1 ]
Zimanyi, Esteban [1 ]
机构
[1] Univ Libre Bruxelles, Dept Comp & Decis Engn CoDE, Brussels, Belgium
来源
BUSINESS INTELLIGENCE | 2012年 / 96卷
关键词
data warehouses; OLAP; spatiotemporal data warehouses; real-time data warehouses; semantic data warehouses; MAPREDUCE;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Data Warehouses are a fundamental component of today's Business Intelligence infrastructure. They allow to consolidate heterogeneous data from distributed data stores and transform it into strategic indicators for decision making. In this tutorial we give an overview of current state of the art and point out to next challenges in the area. In particular, this includes to cope with more complex data, both in structure and semantics, and keeping up with the demands of new application domains such as Web, financial, manufacturing, genomic, biological, life science, multimedia, spatial, and spatiotemporal applications. We review consolidated resaerch in spatio-temporal databases, and open research fields, like real-time Business Intelligence and Semantic Web Data Warehousing and OLAP.
引用
收藏
页码:1 / 26
页数:26
相关论文
共 50 条
  • [21] Designing data marts for data warehouses
    Bonifati, A
    Cattaneo, F
    Ceri, S
    Fuggetta, A
    Paraboschi, S
    ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 2001, 10 (04) : 452 - 483
  • [22] Querying Compressed Data in Data Warehouses
    Anindya Datta
    Helen Thomas
    Information Technology and Management, 2002, 3 (4) : 353 - 386
  • [23] A FRAMEWORK FOR DATA CLEANING IN DATA WAREHOUSES
    Peng, Taoxin
    ICEIS 2008: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL DISI: DATABASES AND INFORMATION SYSTEMS INTEGRATION, 2008, : 473 - 478
  • [24] DATA ANALYTICAL PROCESSING IN DATA WAREHOUSES
    Rostek, Katarzyna
    FOUNDATIONS OF MANAGEMENT, 2010, 2 (01) : 99 - 116
  • [25] Data mining and data warehouses - An overview
    Gray, P
    ASSOCIATION FOR INFORMATION SYSTEMS PROCEEDING OF THE AMERICAS CONFERENCE ON INFORMATION SYSTEMS, 1997, : 857 - 859
  • [26] Minimizing detail data in data warehouses
    Akinde, MO
    Jensen, OG
    Böhlen, MH
    ADVANCES IN DATABASE TECHNOLOGY - EDBT'98, 1998, 1377 : 293 - 307
  • [27] A Data Masking Technique for Data Warehouses
    Santos, Ricardo Jorge
    Bernardino, Jorge
    Vieira, Marco
    PROCEEDINGS OF THE 15TH INTERNATIONAL DATABASE ENGINEERING & APPLICATIONS SYMPOSIUM (IDEAS '11), 2011, : 61 - 69
  • [28] Data warehouses: Responding to change
    Bennett, AG
    Eales, KGB
    CURRENT PERSPECTIVES IN HEALTHCARE COMPUTING, CONFERENCE, 1996, : 571 - 578
  • [29] Benchmarking Spatial Data Warehouses
    Lopes Siqueira, Thiago Luis
    Ciferri, Ricardo Rodrigues
    Times, Valeria Cesano
    de Aguiar Ciferri, Cristina Dutra
    DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, 2010, 6263 : 40 - +
  • [30] On making data warehouses active
    Schre, Michael
    Thalhammer, Thomas
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2000, 1874 : 34 - 46