I3DC: Interactive Three-Dimensional Cubes

We present the I3DC system prototype, which constructs the cube for tens of millions of data items within milliseconds, and provides high-quality cube visualization as well as highly-interactive OLAP operations. Our approach is based on a novel blending-as-aggregation (BAA) algorithm that maps distr...

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Bibliographic Details
Main Authors: Ke Yang, Yinan Li, Qiong Luo, Sander, P.V., Jiaoying Shi
Format: Conference Proceeding
Language:English
Subjects:
blending-as-aggregation
Computer science
Data engineering
Data visualization
GPU
Graphical user interfaces
Graphics
Hardware
Humans
Navigation
OLAP
Prototypes
Visual system
visualization
Online Access:Request full text
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Description
Summary:We present the I3DC system prototype, which constructs the cube for tens of millions of data items within milliseconds, and provides high-quality cube visualization as well as highly-interactive OLAP operations. Our approach is based on a novel blending-as-aggregation (BAA) algorithm that maps distributive OLAP aggregations to the intrinsic rendering mechanisms of the GPU. Our system runs entirely on the GPU and requires no precomputations.
ISSN:1063-6382
2375-026X
DOI:10.1109/ICDE.2009.60