Cloud BI: Future of business intelligence in the Cloud

被引：23

作者：

Al-Aqrabi, Hussain ^{[1
]}

Liu, Lu ^{[1
]}

Hill, Richard ^{[1
]}

Antonopoulos, Nick ^{[1
]}

机构：

[1] Univ Derby, Sch Comp & Math, Derby DE22 1GB, England

来源：

JOURNAL OF COMPUTER AND SYSTEM SCIENCES | 2015年 / 81卷 / 01期

关键词：

Business intelligence; Online analytical processing; Cloud computing; Software-as-a-service; Database-as-a-service; Massively parallel systems;

D O I：

10.1016/j.jcss.2014.06.013

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

In self-hosted environments it was feared that business intelligence (BI) will eventually face a resource crunch situation due to the never ending expansion of data warehouses and the online analytical processing (OLAP) demands on the underlying networking. Cloud computing has instigated a new hope for future prospects of 131. However, how will BI be implemented on Cloud and how will the traffic and demand profile look like? This research attempts to answer these key questions in regards to taking BI to the Cloud. The Cloud hosting of BI has been demonstrated with the help of a simulation on OPNET comprising a Cloud model with multiple OLAP application servers applying parallel query loads on an array of servers hosting relational databases. The simulation results reflected that extensible parallel processing of database servers on the Cloud can efficiently process OLAP application demands on Cloud computing. (C) 2014 Elsevier Inc. All rights reserved.

引用

页码：85 / 96

页数：12

共 29 条

[1]

Aboulnaga A., 2009, IEEE Data Eng. Bull, V32, P13

[2]

Al-Aqrabi H., 2013, P 7 INT S SERV OR SY

[3]

Al-Aqrabi H., 2012, P 14 IEEE INT S HIGH

[4]

Bento Al, 2011, Journal of Information Technology Management, V22, P39

[5]

Boutsinas B., 2005, IMA Journal of Management Mathematics, V16, P339, DOI 10.1093/imaman/dpi012

[6]

Brieter G., 2010, CLOUD COMPUTING ARCH, P3

[7]

Chadha B., 2010, SET-Lab briefings, V8, P39

[8] An Overview of Business Intelligence Technology [J].

Chaudhuri, Surajit ;

Dayal, Umeshwar ;

Narasayya, Vivek .

COMMUNICATIONS OF THE ACM, 2011, 54 (08) :88-98

[9]

Convery N., 2010, Cloud computing toolkit: Guidance for outsourcing information storage to the cloud", P4

[10]

Curino C., 2011, CIDR, P235

← 1 2 3 →