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ICDT
2001
ACM
147views Database» more  ICDT 2001»
13 years 9 months ago
Parallelizing the Data Cube
This paper presents a general methodology for the efficient parallelization of existing data cube construction algorithms. We describe two different partitioning strategies, one f...
Frank K. H. A. Dehne, Todd Eavis, Susanne E. Hambr...
ICPP
2003
IEEE
13 years 10 months ago
Communication and Memory Optimal Parallel Data Cube Construction
Ruoming Jin, Ge Yang, Karthik Vaidyanathan, Gagan ...
TKDE
2012
278views Formal Methods» more  TKDE 2012»
11 years 7 months ago
Data Cube Materialization and Mining over MapReduce
—Computing interesting measures for data cubes and subsequent mining of interesting cube groups over massive datasets are critical for many important analyses done in the real wo...
Arnab Nandi, Cong Yu, Philip Bohannon, Raghu Ramak...
DOLAP
2005
ACM
13 years 6 months ago
Parallel querying of ROLAP cubes in the presence of hierarchies
Online Analytical Processing is a powerful framework for the analysis of organizational data. OLAP is often supported by a logical structure known as a data cube, a multidimension...
Frank K. H. A. Dehne, Todd Eavis, Andrew Rau-Chapl...
DATASCIENCE
2007
69views more  DATASCIENCE 2007»
13 years 4 months ago
Compressing Data Cube in Parallel OLAP Systems
Frank K. H. A. Dehne, Todd Eavis, Boyong Liang