Friday 19th of April 2024
 

A dynamic materialized view Selection in a Cloud-based Data Warehouse


Yang Kehua and Abdoullahi Diasse

A data warehouse is system which that support decision-making in production environment .Classical data warehouse management system are often optimized by improving query performance. Such improvement is casually achieved by using caches, indexes and materialized views and required selecting the best set of data structures (materialized views, indexes, etc...). In the cloud based data warehouse performing such selection become more challenging due to the complexity of a cloud computing environment .In this paper we propose a materialized view selection algorithm based on monetary which take in consideration the computation cost, storage cost and transfer cost. By using query prediction our algorithm can perform in a dynamic manner to select the best set of materialized view.

Keywords: Cloud computing, Materialized views selection, data warehouse, OLAP, query optimization

Download Full-Text


ABOUT THE AUTHORS

Yang Kehua
Vice Professor at Hunan University

Abdoullahi Diasse
Master Student at Hunan University


IJCSI Published Papers Indexed By:

 

 

 

 
+++
About IJCSI

IJCSI is a refereed open access international journal for scientific papers dealing in all areas of computer science research...

Learn more »
Join Us
FAQs

Read the most frequently asked questions about IJCSI.

Frequently Asked Questions (FAQs) »
Get in touch

Phone: +230 911 5482
Email: info@ijcsi.org

More contact details »