Paper Info
Title
Cloud-Based OLAP over Big Data: Application Scenarios and Performance Analysis
Abstract
Following our previous research results, in this paper we provide two authoritative application scenarios that build on top of OLAP*, a middleware for parallel processing of OLAP queries that truly realizes effective and efficiently OLAP over Big Data. We have provided two authoritative case studies, namely parallel OLAP data cube processing and virtual OLAP data cube design, for which we also propose a comprehensive performance evaluation and analysis. Derived analysis clearly confirms the benefits of our proposed framework.
Year
DOI
Venue
2015
10.1109/CCGrid.2015.174
Cluster, Cloud and Grid Computing
Keywords
Field
DocType
Big Data,cloud computing,data mining,middleware,Big Data,OLAP queries,OLAP*,authoritative application scenarios,cloud-based OLAP,middleware,parallel OLAP data cube processing,parallel processing,performance evaluation,virtual OLAP data cube design
Data warehouse,Middleware,Data mining,Computer science,Server,Online analytical processing,Big data,Benchmark (computing),Data cube,Database,Cloud computing
Conference
ISSN
Citations 
PageRank 
2376-4414
0
0.34
References 
Authors
13
4
Name
Order
Citations
PageRank
Alfredo Cuzzocrea11751200.90
Rim Moussa2768.19
Guandong Xu38418.83
Giorgio Mario Grasso446.82