Coarse grained parallel on-line analytical processing (OLAP) for data mining

被引：0

作者：

Dehne, F ^{[1
]}

Eavis, T

Rau-Chaplin, A

机构：

[1] Carleton Univ, Ottawa, ON K1S 5B6, Canada

[2] Dalhousie Univ, Halifax, NS, Canada

来源：

COMPUTATIONAL SCIENCE -- ICCS 2001, PROCEEDINGS PT 2 | 2001年 / 2074卷

关键词：

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：

We study the applicability of coarse grained parallel computing model (CGM) to on-line analytical processing (OLAP) for data mining. We present a general framework for the CGM which allows for the efficient parallelization of existing data cube construction algorithms for OLAP. Experimental data indicate that our approach yield optimal speedup, even when run on a simple processor cluster connected via a standard switch.

引用

页码：589 / 598

页数：10

共 50 条

[21] On-line analytical processing and the time dimension
Kini, RG
ASSOCIATION FOR INFORMATION SYSTEMS PROCEEDINGS OF THE AMERICAS CONFERENCE ON INFORMATION SYSTEMS, 1998, : 30 - 32
[22] Web Data Cube Construction in Multidimensional On-line Analytical Processing Environment
朱焱
Journal of Southwest Jiaotong University(English Edition), 2007, (01) : 1 - 7
[23] Integrating Linked Sensor Data for On-line Analytical Processing On-The-Fly
Guilavogui, Koly
Kjiri, Laila
Fredj, Mounia
2014 THIRD IEEE INTERNATIONAL COLLOQUIUM IN INFORMATION SCIENCE AND TECHNOLOGY (CIST'14), 2014, : 43 - 47
[24] Bitmap-Based On-Line Analytical Processing of Time Interval Data
Meisen, Philipp
Keng, Diane
Meisen, Tobias
Recchioni, Marco
Jeschke, Sabina
2015 12TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY - NEW GENERATIONS, 2015, : 20 - 26
[25] On-line analytical processing tools for the VISION engineering performance data mart
Yetzer, Ken
Warnock, Andrew
Krishnamurthy, Ashok
PROCEEDINGS OF THE HPCMP USERS GROUP CONFERENCE 2007, 2007, : 277 - 282
[26] The cube data model: a conceptual model and algebra for on-line analytical processing in data warehouses
Datta, A
Thomas, H
DECISION SUPPORT SYSTEMS, 1999, 27 (03) : 289 - 301
[27] Cube data model: A conceptual model and algebra for on-line analytical processing in data warehouses
MIS Department, University of Arizona, Tucson, AZ 85721, United States
Decis Support Syst, 3 (289-301):
[28] Parallel OLAP query processing in database clusters with data replication
Alexandre A. B. Lima
Camille Furtado
Patrick Valduriez
Marta Mattoso
Distributed and Parallel Databases, 2009, 25 : 97 - 123
[29] Parallel OLAP query processing in database clusters with data replication
Lima, Alexandre A. B.
Furtado, Camille
Valduriez, Patrick
Mattoso, Marta
DISTRIBUTED AND PARALLEL DATABASES, 2009, 25 (1-2) : 97 - 123
[30] ASM-based design of data warehouses and on-line analytical processing systems
Zhao, Jane
Ma, Hui
JOURNAL OF SYSTEMS AND SOFTWARE, 2006, 79 (05) : 613 - 629

← 1 2 3 4 5 →